Data Comparison Visualization¶
This notebook compares datasets across all timesteps and identifies differences.
In [1]:
# Parameters (injected by papermill)
ref_file = ""
new_file = ""
variables = ["ffmc", "dmc", "dc", "isi", "bui", "fwi"]
shapefile_path = "../shp/ecos.shp"
qc_utils_path = "" # Path to qc_utils.py directory
In [2]:
# Parameters
variables = ["ffmc", "dmc", "dc", "isi", "bui", "fwi"]
ref_file = "/import/beegfs/CMIP6/jdpaul3/boreal_fire_weather_data/original_dataset/cffdrs/era5/cffdrs_era5_1985.nc"
new_file = "/import/beegfs/CMIP6/jdpaul3/boreal_fire_weather_data/output_shpmask_hursmin_clip/cffdrs/era5/cffdrs_era5_1985.nc"
shapefile_path = "shp/ecos.shp"
qc_utils_path = "/import/home/jdpaul3/boreal_fire_weather/processing/qc"
In [3]:
import sys
import warnings
# Add qc_utils path to Python path
if qc_utils_path and qc_utils_path not in sys.path:
sys.path.insert(0, qc_utils_path)
from qc_utils import (
load_datasets_and_shapefile,
run_comparison_analysis,
display_summary_tables,
plot_max_value_differences,
plot_max_nan_differences,
generate_qc_summary,
)
warnings.filterwarnings("ignore")
print(f"Reference file: {ref_file}")
print(f"New file: {new_file}")
print(f"Variables to compare: {variables}")
Reference file: /import/beegfs/CMIP6/jdpaul3/boreal_fire_weather_data/original_dataset/cffdrs/era5/cffdrs_era5_1985.nc New file: /import/beegfs/CMIP6/jdpaul3/boreal_fire_weather_data/output_shpmask_hursmin_clip/cffdrs/era5/cffdrs_era5_1985.nc Variables to compare: ['ffmc', 'dmc', 'dc', 'isi', 'bui', 'fwi']
In [4]:
ds_ref, ds_new, gdf, bounds = load_datasets_and_shapefile(
ref_file, new_file, shapefile_path
)
Loading datasets...
Shapefile bounds: [-163.89285272 47.55902851 -55.58034561 69.00630609]
Dataset reference shape: FrozenMappingWarningOnValuesAccess({'time': 365, 'lat': 178, 'lon': 569})
Dataset new shape: FrozenMappingWarningOnValuesAccess({'time': 365, 'lat': 178, 'lon': 569})
Number of timesteps: 365
Timestep-by-Timestep Comparison¶
Comparing all timesteps to identify where differences occur.
In [5]:
comparison_results = run_comparison_analysis(ds_ref, ds_new, variables)
Comparing all timesteps... Analyzing FFMC...
Total timesteps: 365 Timesteps with differences: 365 Max absolute difference: 0.000059 Max NaN changes: 0 Analyzing DMC...
Total timesteps: 365 Timesteps with differences: 217 Max absolute difference: 0.000031 Max NaN changes: 0 Analyzing DC...
Total timesteps: 365 Timesteps with differences: 343 Max absolute difference: 0.000061 Max NaN changes: 0 Analyzing ISI...
Total timesteps: 365 Timesteps with differences: 365 Max absolute difference: 0.000061 Max NaN changes: 0 Analyzing BUI...
Total timesteps: 365 Timesteps with differences: 219 Max absolute difference: 0.000035 Max NaN changes: 0 Analyzing FWI...
Total timesteps: 365 Timesteps with differences: 365 Max absolute difference: 0.000076 Max NaN changes: 0 Comparison complete!
Summary Statistics for Differing Timesteps¶
Tables showing summary statistics for each timestep where differences were detected.
In [6]:
display_summary_tables(comparison_results, variables)
================================================================================
FFMC - Timesteps with Differences
================================================================================
Date Mean (Ref) Std (Ref) Mean (New) Std (New) Max Abs Diff Value Diffs NaN Changes
1985-01-01 71.052002 16.788000 71.052002 16.788000 0.0 11731 0
1985-01-02 66.446999 18.226000 66.446999 18.226000 0.0 17356 0
1985-01-03 64.334999 17.875999 64.334999 17.875999 0.0 19555 0
1985-01-04 63.206001 17.830999 63.206001 17.830999 0.0 21127 0
1985-01-05 62.534000 17.436001 62.534000 17.436001 0.0 21923 0
1985-01-06 61.060001 17.377001 61.060001 17.377001 0.0 23613 0
1985-01-07 60.539001 16.590000 60.539001 16.590000 0.0 23698 0
1985-01-08 60.082001 16.197001 60.082001 16.197001 0.0 24710 0
1985-01-09 60.081001 15.370000 60.081001 15.370000 0.0 25174 0
1985-01-10 59.618000 14.999000 59.618000 14.999000 0.0 24507 0
1985-01-11 60.597000 14.701000 60.597000 14.701000 0.0 23872 0
1985-01-12 60.933998 14.972000 60.933998 14.972000 0.0 23743 0
1985-01-13 60.943001 15.588000 60.943001 15.588000 0.0 23470 0
1985-01-14 61.618999 16.069000 61.618999 16.069000 0.0 22827 0
1985-01-15 60.831001 16.014999 60.831001 16.014999 0.0 23637 0
1985-01-16 60.438000 16.625000 60.438000 16.625000 0.0 24236 0
1985-01-17 58.526001 17.591999 58.526001 17.591999 0.0 25085 0
1985-01-18 59.351002 17.283001 59.351002 17.283001 0.0 25042 0
1985-01-19 60.007999 16.478001 60.007999 16.478001 0.0 24409 0
1985-01-20 60.380001 16.340000 60.380001 16.340000 0.0 24261 0
1985-01-21 60.933998 16.632999 60.933998 16.632999 0.0 23354 0
1985-01-22 61.426998 16.188000 61.426998 16.188000 0.0 23574 0
1985-01-23 63.651001 14.637000 63.651001 14.637000 0.0 21589 0
1985-01-24 65.160004 13.865000 65.160004 13.865000 0.0 19323 0
1985-01-25 64.490997 14.866000 64.490997 14.866000 0.0 19500 0
1985-01-26 64.373001 15.193000 64.373001 15.193000 0.0 19717 0
1985-01-27 63.827000 15.275000 63.827000 15.275000 0.0 20415 0
1985-01-28 64.004997 15.175000 64.004997 15.175000 0.0 20125 0
1985-01-29 64.802002 14.795000 64.802002 14.795000 0.0 19265 0
1985-01-30 65.834000 14.706000 65.834000 14.706000 0.0 18044 0
1985-01-31 63.868000 16.500999 63.868000 16.500999 0.0 19630 0
1985-02-01 62.932999 16.917999 62.932999 16.917999 0.0 20522 0
1985-02-02 63.457001 16.510000 63.457001 16.510000 0.0 19825 0
1985-02-03 63.473999 16.083000 63.473999 16.083000 0.0 19518 0
1985-02-04 63.014000 16.636999 63.014000 16.636999 0.0 19435 0
1985-02-05 61.950001 16.264999 61.950001 16.264999 0.0 20538 0
1985-02-06 60.650002 16.320999 60.650002 16.320999 0.0 22761 0
1985-02-07 60.841999 16.128000 60.841999 16.128000 0.0 22615 0
1985-02-08 61.729000 16.089001 61.729000 16.089001 0.0 21947 0
1985-02-09 62.419998 15.315000 62.419998 15.315000 0.0 21527 0
1985-02-10 63.064999 13.720000 63.064999 13.720000 0.0 21424 0
1985-02-11 63.623001 13.422000 63.623001 13.422000 0.0 21143 0
1985-02-12 63.667000 14.054000 63.667000 14.054000 0.0 20535 0
1985-02-13 63.747002 14.515000 63.747002 14.515000 0.0 20440 0
1985-02-14 63.778999 15.987000 63.778999 15.987000 0.0 19533 0
1985-02-15 63.215000 17.304001 63.215000 17.304001 0.0 19051 0
1985-02-16 62.208000 18.250000 62.208000 18.250000 0.0 20646 0
1985-02-17 61.772999 17.445999 61.772999 17.445999 0.0 21566 0
1985-02-18 62.801998 16.371000 62.801998 16.371000 0.0 20648 0
1985-02-19 63.898998 16.084000 63.898998 16.084000 0.0 19813 0
1985-02-20 62.678001 16.510000 62.678001 16.510000 0.0 20249 0
1985-02-21 61.866001 16.865000 61.866001 16.865000 0.0 21017 0
1985-02-22 61.578999 16.768999 61.578999 16.768999 0.0 21313 0
1985-02-23 62.160000 16.396000 62.160000 16.396000 0.0 21161 0
1985-02-24 61.973000 16.010000 61.973000 16.010000 0.0 21448 0
1985-02-25 61.289001 16.681000 61.289001 16.681000 0.0 21797 0
1985-02-26 61.789001 16.468000 61.789001 16.468000 0.0 21645 0
1985-02-27 63.277000 16.152000 63.277000 16.152000 0.0 19871 0
1985-02-28 63.838001 16.546000 63.838001 16.546000 0.0 19729 0
1985-03-01 63.672001 15.915000 63.672001 15.915000 0.0 19730 0
1985-03-02 63.939999 16.006001 63.939999 16.006001 0.0 19751 0
1985-03-03 64.335999 15.149000 64.335999 15.149000 0.0 19980 0
1985-03-04 64.175003 15.538000 64.175003 15.538000 0.0 20517 0
1985-03-05 63.118999 16.826000 63.118999 16.826000 0.0 21004 0
1985-03-06 63.528999 15.887000 63.528999 15.887000 0.0 21141 0
1985-03-07 64.205002 14.636000 64.205002 14.636000 0.0 20243 0
1985-03-08 64.649002 14.639000 64.649002 14.639000 0.0 19549 0
1985-03-09 66.004997 14.466000 66.004997 14.466000 0.0 18971 0
1985-03-10 67.014000 14.299000 67.014000 14.299000 0.0 18131 0
1985-03-11 67.291000 14.366000 67.291000 14.366000 0.0 17462 0
1985-03-12 66.086998 15.293000 66.086998 15.293000 0.0 18203 0
1985-03-13 65.203003 15.860000 65.203003 15.860000 0.0 18954 0
1985-03-14 64.929001 16.702000 64.929001 16.702000 0.0 19217 0
1985-03-15 63.389000 17.797001 63.389000 17.797001 0.0 20374 0
1985-03-16 63.013000 18.167000 63.013000 18.167000 0.0 21494 0
1985-03-17 64.415001 17.400999 64.415001 17.400999 0.0 21350 0
1985-03-18 65.105003 17.253000 65.105003 17.253000 0.0 20822 0
1985-03-19 65.882004 16.754000 65.882004 16.754000 0.0 19720 0
1985-03-20 66.726997 15.383000 66.726997 15.383000 0.0 18824 0
1985-03-21 66.693001 14.942000 66.693001 14.942000 0.0 18707 0
1985-03-22 66.503998 14.104000 66.503998 14.104000 0.0 18910 0
1985-03-23 66.721001 14.270000 66.721001 14.270000 0.0 18810 0
1985-03-24 66.931999 14.929000 66.931999 14.929000 0.0 18404 0
1985-03-25 67.024002 15.088000 67.024002 15.088000 0.0 17610 0
1985-03-26 67.170998 14.819000 67.170998 14.819000 0.0 18065 0
1985-03-27 66.388000 15.529000 66.388000 15.529000 0.0 18944 0
1985-03-28 65.730003 16.205999 65.730003 16.205999 0.0 19573 0
1985-03-29 65.028999 15.791000 65.028999 15.791000 0.0 20506 0
1985-03-30 64.497002 15.598000 64.497002 15.598000 0.0 20728 0
1985-03-31 65.475998 16.014000 65.475998 16.014000 0.0 19006 0
1985-04-01 66.045998 15.814000 66.045998 15.814000 0.0 18455 0
1985-04-02 66.709999 15.991000 66.709999 15.991000 0.0 18023 0
1985-04-03 67.611000 15.415000 67.611000 15.415000 0.0 17416 0
1985-04-04 68.513000 14.152000 68.513000 14.152000 0.0 16815 0
1985-04-05 68.918999 13.844000 68.918999 13.844000 0.0 15545 0
1985-04-06 68.903000 14.105000 68.902000 14.105000 0.0 15694 0
1985-04-07 69.404999 14.883000 69.404999 14.883000 0.0 15269 0
1985-04-08 69.070000 15.686000 69.070000 15.686000 0.0 15861 0
1985-04-09 67.987000 17.094000 67.987000 17.094000 0.0 17307 0
1985-04-10 68.445999 16.489000 68.445999 16.489000 0.0 17085 0
1985-04-11 68.573997 14.437000 68.573997 14.437000 0.0 16656 0
1985-04-12 69.393997 14.345000 69.393997 14.345000 0.0 15252 0
1985-04-13 68.700996 15.341000 68.700996 15.341000 0.0 16100 0
1985-04-14 68.359001 15.504000 68.359001 15.504000 0.0 16916 0
1985-04-15 68.388000 15.713000 68.388000 15.713000 0.0 16805 0
1985-04-16 68.833000 15.177000 68.833000 15.177000 0.0 16397 0
1985-04-17 69.224998 16.212999 69.224998 16.212999 0.0 16609 0
1985-04-18 68.750999 16.191999 68.750999 16.191999 0.0 17052 0
1985-04-19 66.825996 16.750999 66.825996 16.750999 0.0 18381 0
1985-04-20 66.238998 16.475000 66.238998 16.475000 0.0 19338 0
1985-04-21 67.125000 16.068001 67.125000 16.068001 0.0 18634 0
1985-04-22 68.089996 15.814000 68.089996 15.814000 0.0 17698 0
1985-04-23 68.075996 16.160000 68.075996 16.160000 0.0 18199 0
1985-04-24 66.342003 17.601999 66.342003 17.601999 0.0 20363 0
1985-04-25 64.981003 18.033001 64.981003 18.033001 0.0 21187 0
1985-04-26 64.709000 18.226000 64.709000 18.226000 0.0 21568 0
1985-04-27 65.443001 17.549999 65.443001 17.549999 0.0 20206 0
1985-04-28 67.112999 16.802999 67.112999 16.802999 0.0 18781 0
1985-04-29 67.714996 16.805000 67.714996 16.805000 0.0 18297 0
1985-04-30 67.938004 17.240999 67.938004 17.240999 0.0 18392 0
1985-05-01 69.059998 16.945999 69.059998 16.945999 0.0 17998 0
1985-05-02 69.815002 17.157000 69.815002 17.157000 0.0 17002 0
1985-05-03 70.355003 16.353001 70.355003 16.353001 0.0 16736 0
1985-05-04 69.470001 17.054001 69.470001 17.054001 0.0 17188 0
1985-05-05 67.956001 17.568001 67.956001 17.568001 0.0 19222 0
1985-05-06 68.404999 17.009001 68.404999 17.009001 0.0 18064 0
1985-05-07 69.714996 16.863001 69.714996 16.863001 0.0 16515 0
1985-05-08 69.531998 16.782000 69.531998 16.782000 0.0 16394 0
1985-05-09 69.237000 16.902000 69.237000 16.902000 0.0 16613 0
1985-05-10 69.036003 16.014000 69.036003 16.014000 0.0 17005 0
1985-05-11 68.475998 15.775000 68.475998 15.775000 0.0 17869 0
1985-05-12 68.302002 16.183001 68.302002 16.183001 0.0 18268 0
1985-05-13 67.492996 17.580000 67.492996 17.580000 0.0 19344 0
1985-05-14 68.147003 16.732000 68.147003 16.732000 0.0 19134 0
1985-05-15 69.807999 16.136999 69.807999 16.136999 0.0 17015 0
1985-05-16 70.089996 16.149000 70.089996 16.149000 0.0 16574 0
1985-05-17 68.283997 17.802999 68.283997 17.802999 0.0 18186 0
1985-05-18 67.114998 19.256001 67.114998 19.256001 0.0 19138 0
1985-05-19 66.814003 19.561001 66.814003 19.561001 0.0 19584 0
1985-05-20 65.329002 19.763000 65.329002 19.763000 0.0 20823 0
1985-05-21 65.092003 20.048000 65.092003 20.048000 0.0 21609 0
1985-05-22 65.153000 20.215000 65.153000 20.215000 0.0 21545 0
1985-05-23 65.046997 20.295000 65.046997 20.295000 0.0 21479 0
1985-05-24 64.949997 19.826000 64.949997 19.826000 0.0 21656 0
1985-05-25 64.972000 18.722000 64.972000 18.722000 0.0 21753 0
1985-05-26 65.074997 18.471001 65.074997 18.471001 0.0 21841 0
1985-05-27 64.913002 18.458000 64.913002 18.458000 0.0 21865 0
1985-05-28 64.788002 17.780001 64.788002 17.780001 0.0 22227 0
1985-05-29 64.427002 17.968000 64.427002 17.968000 0.0 23057 0
1985-05-30 64.804001 17.150999 64.804001 17.150999 0.0 22477 0
1985-05-31 65.353996 17.450001 65.353996 17.450001 0.0 21404 0
1985-06-01 65.650002 17.294001 65.650002 17.294001 0.0 21286 0
1985-06-02 66.331001 18.275000 66.331001 18.275000 0.0 20397 0
1985-06-03 67.599998 18.431000 67.599998 18.431000 0.0 19509 0
1985-06-04 67.726997 18.611000 67.726997 18.611000 0.0 19491 0
1985-06-05 67.322998 19.202000 67.322998 19.202000 0.0 19559 0
1985-06-06 66.415001 19.427000 66.415001 19.427000 0.0 20562 0
1985-06-07 67.297997 18.879000 67.297997 18.879000 0.0 20663 0
1985-06-08 67.857002 18.132000 67.857002 18.132000 0.0 19892 0
1985-06-09 66.557999 18.309999 66.557999 18.309999 0.0 20587 0
1985-06-10 65.682999 18.009001 65.682999 18.009001 0.0 22175 0
1985-06-11 66.017998 18.482000 66.017998 18.482000 0.0 22086 0
1985-06-12 66.068001 18.981001 66.068001 18.981001 0.0 21635 0
1985-06-13 67.161003 19.062000 67.161003 19.062000 0.0 20140 0
1985-06-14 67.504997 18.847000 67.504997 18.847000 0.0 19928 0
1985-06-15 68.232002 18.268000 68.232002 18.268000 0.0 19232 0
1985-06-16 68.832001 17.947001 68.832001 17.947001 0.0 19505 0
1985-06-17 68.778999 17.795000 68.778999 17.795000 0.0 20225 0
1985-06-18 68.926003 17.684999 68.926003 17.684999 0.0 19584 0
1985-06-19 70.014999 17.351999 70.014999 17.351999 0.0 17911 0
1985-06-20 70.094002 17.497999 70.094002 17.497999 0.0 17259 0
1985-06-21 70.397003 16.747999 70.397003 16.747999 0.0 16541 0
1985-06-22 69.856003 17.350000 69.856003 17.350000 0.0 17037 0
1985-06-23 69.245003 18.813000 69.245003 18.813000 0.0 17477 0
1985-06-24 68.641998 18.774000 68.641998 18.774000 0.0 19194 0
1985-06-25 68.127998 18.657000 68.127998 18.657000 0.0 19739 0
1985-06-26 67.418999 19.912001 67.418999 19.912001 0.0 19963 0
1985-06-27 66.032997 21.563999 66.032997 21.563999 0.0 21396 0
1985-06-28 66.369003 21.530001 66.369003 21.530001 0.0 21169 0
1985-06-29 65.867996 22.531000 65.867996 22.531000 0.0 21822 0
1985-06-30 65.294998 22.382000 65.294998 22.382000 0.0 22656 0
1985-07-01 65.385002 21.424000 65.385002 21.424000 0.0 23176 0
1985-07-02 65.794998 21.375999 65.794998 21.375999 0.0 22610 0
1985-07-03 65.286003 22.350000 65.286003 22.350000 0.0 22069 0
1985-07-04 65.347000 22.832001 65.347000 22.832001 0.0 22416 0
1985-07-05 64.845001 21.955999 64.845001 21.955999 0.0 23316 0
1985-07-06 64.120003 22.167000 64.120003 22.167000 0.0 24515 0
1985-07-07 63.555000 22.045000 63.555000 22.045000 0.0 25680 0
1985-07-08 63.534000 21.955999 63.534000 21.955999 0.0 25149 0
1985-07-09 64.955002 20.980000 64.955002 20.980000 0.0 24232 0
1985-07-10 65.783997 19.854000 65.783997 19.854000 0.0 23400 0
1985-07-11 66.783997 19.562000 66.783997 19.562000 0.0 22431 0
1985-07-12 66.324997 20.431000 66.324997 20.431000 0.0 21529 0
1985-07-13 66.490997 19.868000 66.490997 19.868000 0.0 20834 0
1985-07-14 66.286003 19.743000 66.286003 19.743000 0.0 21363 0
1985-07-15 67.098000 18.202999 67.098000 18.202999 0.0 20941 0
1985-07-16 67.739998 17.875000 67.739998 17.875000 0.0 20305 0
1985-07-17 68.268997 18.236000 68.268997 18.236000 0.0 19596 0
1985-07-18 68.350998 18.584999 68.350998 18.584999 0.0 19545 0
1985-07-19 68.056000 18.799999 68.056000 18.799999 0.0 19579 0
1985-07-20 67.033997 19.709000 67.033997 19.709000 0.0 20151 0
1985-07-21 66.336998 19.768000 66.336998 19.768000 0.0 20909 0
1985-07-22 66.250999 19.121000 66.250999 19.121000 0.0 21234 0
1985-07-23 67.422997 18.600000 67.422997 18.600000 0.0 20314 0
1985-07-24 67.962997 18.426001 67.962997 18.426001 0.0 19741 0
1985-07-25 69.242996 17.702000 69.242996 17.702000 0.0 18649 0
1985-07-26 69.753998 17.233999 69.753998 17.233999 0.0 17947 0
1985-07-27 69.091003 18.441000 69.091003 18.441000 0.0 17696 0
1985-07-28 67.264000 20.851000 67.264000 20.851000 0.0 19555 0
1985-07-29 66.900002 20.778999 66.900002 20.778999 0.0 20774 0
1985-07-30 66.644997 20.433001 66.644997 20.433001 0.0 21954 0
1985-07-31 66.059998 19.804001 66.059998 19.804001 0.0 22779 0
1985-08-01 66.957001 18.791000 66.957001 18.791000 0.0 22042 0
1985-08-02 67.362000 19.104000 67.362000 19.104000 0.0 21645 0
1985-08-03 67.237000 19.028000 67.237000 19.028000 0.0 21108 0
1985-08-04 67.878998 18.158001 67.878998 18.158001 0.0 20236 0
1985-08-05 67.469002 18.396000 67.469002 18.396000 0.0 20788 0
1985-08-06 68.370003 17.754999 68.370003 17.754999 0.0 20418 0
1985-08-07 68.283997 17.566000 68.283997 17.566000 0.0 20677 0
1985-08-08 68.198997 17.648001 68.198997 17.648001 0.0 21187 0
1985-08-09 67.101997 19.521000 67.101997 19.521000 0.0 21476 0
1985-08-10 67.622002 18.872999 67.622002 18.872999 0.0 21511 0
1985-08-11 67.162003 19.155001 67.162003 19.155001 0.0 20969 0
1985-08-12 66.429001 19.190001 66.429001 19.190001 0.0 22147 0
1985-08-13 65.768997 20.090000 65.768997 20.090000 0.0 22447 0
1985-08-14 65.771004 19.715000 65.771004 19.715000 0.0 22620 0
1985-08-15 66.949997 18.997999 66.949997 18.997999 0.0 21467 0
1985-08-16 68.050003 18.009001 68.050003 18.009001 0.0 20296 0
1985-08-17 68.681000 17.688999 68.681000 17.688999 0.0 19847 0
1985-08-18 68.749001 18.440001 68.749001 18.440001 0.0 19907 0
1985-08-19 68.538002 18.559999 68.538002 18.559999 0.0 20544 0
1985-08-20 67.250999 18.872999 67.250999 18.872999 0.0 21434 0
1985-08-21 66.627998 18.816000 66.627998 18.816000 0.0 22023 0
1985-08-22 68.038002 17.775000 68.038002 17.775000 0.0 20432 0
1985-08-23 68.892998 17.950001 68.892998 17.950001 0.0 18942 0
1985-08-24 67.894997 18.444000 67.894997 18.444000 0.0 19680 0
1985-08-25 66.679001 18.763000 66.679001 18.763000 0.0 20754 0
1985-08-26 67.019997 18.485001 67.019997 18.485001 0.0 21434 0
1985-08-27 66.944000 19.407000 66.944000 19.407000 0.0 20838 0
1985-08-28 65.683998 20.503000 65.683998 20.503000 0.0 21713 0
1985-08-29 64.882004 22.040001 64.882004 22.040001 0.0 22451 0
1985-08-30 65.426003 21.575001 65.426003 21.575001 0.0 22018 0
1985-08-31 65.033997 20.681999 65.033997 20.681999 0.0 23235 0
1985-09-01 65.005997 19.937000 65.005997 19.937000 0.0 23546 0
1985-09-02 64.685997 18.905001 64.685997 18.905001 0.0 23876 0
1985-09-03 65.174004 19.044001 65.174004 19.044001 0.0 23149 0
1985-09-04 64.990997 18.846001 64.990997 18.846001 0.0 23250 0
1985-09-05 64.344002 18.639000 64.344002 18.639000 0.0 24132 0
1985-09-06 64.467003 18.945999 64.467003 18.945999 0.0 23819 0
1985-09-07 64.407997 19.622000 64.407997 19.622000 0.0 23572 0
1985-09-08 65.299004 19.862000 65.299004 19.862000 0.0 22397 0
1985-09-09 65.917999 19.754000 65.917999 19.754000 0.0 22105 0
1985-09-10 67.252998 18.763000 67.252998 18.763000 0.0 20233 0
1985-09-11 66.538002 18.797001 66.538002 18.797001 0.0 20522 0
1985-09-12 65.915001 18.493999 65.915001 18.493999 0.0 21897 0
1985-09-13 66.103996 19.436001 66.103996 19.436001 0.0 21375 0
1985-09-14 66.023003 20.049000 66.023003 20.049000 0.0 21218 0
1985-09-15 65.931999 19.424000 65.931999 19.424000 0.0 21212 0
1985-09-16 66.377998 19.059999 66.377998 19.059999 0.0 20518 0
1985-09-17 64.928001 19.672001 64.928001 19.672001 0.0 22292 0
1985-09-18 65.286003 19.205999 65.286003 19.205999 0.0 23000 0
1985-09-19 65.042000 18.931000 65.042000 18.931000 0.0 22938 0
1985-09-20 63.946999 19.621000 63.946999 19.621000 0.0 23744 0
1985-09-21 63.662998 18.427000 63.662998 18.427000 0.0 24627 0
1985-09-22 64.255997 17.868999 64.255997 17.868999 0.0 24540 0
1985-09-23 64.857002 18.093000 64.857002 18.093000 0.0 23752 0
1985-09-24 65.549004 17.646999 65.549004 17.646999 0.0 22169 0
1985-09-25 65.419998 17.639000 65.419998 17.639000 0.0 22408 0
1985-09-26 64.651001 17.131001 64.651001 17.131001 0.0 22737 0
1985-09-27 64.626999 17.827999 64.626999 17.827999 0.0 22149 0
1985-09-28 64.371002 18.756001 64.371002 18.756001 0.0 22717 0
1985-09-29 63.978001 18.761000 63.978001 18.761000 0.0 23243 0
1985-09-30 63.618999 18.618000 63.618999 18.618000 0.0 24062 0
1985-10-01 64.717003 18.445000 64.717003 18.445000 0.0 22459 0
1985-10-02 66.476997 16.787001 66.476997 16.787001 0.0 20588 0
1985-10-03 66.527000 15.933000 66.527000 15.933000 0.0 20496 0
1985-10-04 66.346001 15.659000 66.346001 15.659000 0.0 21168 0
1985-10-05 65.302002 16.027000 65.302002 16.027000 0.0 22268 0
1985-10-06 63.445999 17.389000 63.445999 17.389000 0.0 23745 0
1985-10-07 61.768002 18.476000 61.768002 18.476000 0.0 25309 0
1985-10-08 62.439999 19.434000 62.439999 19.434000 0.0 23871 0
1985-10-09 62.549999 18.521000 62.549999 18.521000 0.0 24284 0
1985-10-10 62.856998 18.160999 62.856998 18.160999 0.0 24005 0
1985-10-11 63.285999 17.278999 63.285999 17.278999 0.0 23953 0
1985-10-12 63.646000 16.445999 63.646000 16.445999 0.0 23677 0
1985-10-13 63.508999 16.346001 63.508999 16.346001 0.0 23075 0
1985-10-14 63.050999 17.131001 63.050999 17.131001 0.0 23210 0
1985-10-15 63.137001 17.593000 63.137001 17.593000 0.0 22474 0
1985-10-16 63.860001 17.577000 63.860001 17.577000 0.0 22565 0
1985-10-17 64.530998 17.104000 64.530998 17.104000 0.0 21200 0
1985-10-18 64.690002 17.027000 64.690002 17.027000 0.0 21334 0
1985-10-19 64.810997 16.674000 64.810997 16.674000 0.0 21403 0
1985-10-20 64.813004 17.030001 64.813004 17.030001 0.0 21785 0
1985-10-21 64.068001 17.202999 64.068001 17.202999 0.0 21789 0
1985-10-22 64.024002 17.582001 64.024002 17.582001 0.0 20990 0
1985-10-23 63.508999 18.329000 63.508999 18.329000 0.0 21623 0
1985-10-24 61.763000 18.875000 61.763000 18.875000 0.0 23716 0
1985-10-25 61.351002 19.006001 61.351002 19.006001 0.0 24967 0
1985-10-26 61.667999 19.236000 61.667999 19.236000 0.0 25781 0
1985-10-27 62.319000 18.851999 62.319000 18.851999 0.0 25813 0
1985-10-28 63.344002 18.426001 63.344002 18.426001 0.0 23493 0
1985-10-29 62.578999 18.458000 62.578999 18.458000 0.0 23994 0
1985-10-30 62.299999 18.388000 62.299999 18.388000 0.0 24322 0
1985-10-31 62.368000 18.657000 62.368000 18.657000 0.0 23472 0
1985-11-01 62.278000 18.528000 62.278000 18.528000 0.0 23311 0
1985-11-02 62.341000 18.358999 62.341000 18.358999 0.0 23975 0
1985-11-03 62.792999 18.481001 62.792999 18.481001 0.0 23182 0
1985-11-04 62.811001 18.545000 62.811001 18.545000 0.0 23542 0
1985-11-05 62.534000 18.587000 62.534000 18.587000 0.0 23521 0
1985-11-06 62.289001 18.047001 62.289001 18.047001 0.0 23225 0
1985-11-07 62.250000 17.778999 62.250000 17.778999 0.0 23637 0
1985-11-08 61.907001 18.420000 61.907001 18.420000 0.0 24008 0
1985-11-09 60.164001 19.146000 60.164001 19.146000 0.0 25333 0
1985-11-10 58.770000 18.812000 58.770000 18.812000 0.0 27181 0
1985-11-11 57.924999 18.437000 57.924999 18.437000 0.0 27453 0
1985-11-12 57.800999 17.097000 57.800999 17.097000 0.0 27645 0
1985-11-13 58.530998 16.466999 58.530998 16.466999 0.0 26674 0
1985-11-14 59.529999 15.696000 59.529999 15.696000 0.0 26547 0
1985-11-15 59.952000 16.236000 59.952000 16.236000 0.0 25741 0
1985-11-16 59.624001 16.441000 59.624001 16.441000 0.0 26481 0
1985-11-17 59.521000 15.584000 59.521000 15.584000 0.0 26259 0
1985-11-18 59.126999 15.410000 59.126999 15.410000 0.0 26057 0
1985-11-19 58.721001 16.634001 58.721001 16.634001 0.0 26353 0
1985-11-20 59.569000 16.604000 59.569000 16.604000 0.0 25812 0
1985-11-21 60.403000 16.527000 60.403000 16.527000 0.0 24735 0
1985-11-22 60.224998 17.162001 60.224998 17.162001 0.0 24437 0
1985-11-23 60.661999 16.667999 60.661999 16.667999 0.0 24192 0
1985-11-24 61.666000 16.527000 61.666000 16.527000 0.0 22646 0
1985-11-25 61.805000 16.969000 61.805000 16.969000 0.0 22642 0
1985-11-26 59.853001 17.097000 59.853001 17.097000 0.0 25382 0
1985-11-27 60.544998 16.811001 60.544998 16.811001 0.0 24895 0
1985-11-28 60.985001 17.105000 60.985001 17.105000 0.0 24493 0
1985-11-29 61.560001 16.974001 61.560001 16.974001 0.0 23781 0
1985-11-30 62.365002 16.632999 62.365002 16.632999 0.0 23373 0
1985-12-01 62.202999 16.768999 62.202999 16.768999 0.0 23726 0
1985-12-02 61.713001 16.455000 61.713001 16.455000 0.0 24078 0
1985-12-03 62.893002 15.514000 62.893002 15.514000 0.0 23453 0
1985-12-04 63.051998 15.217000 63.051998 15.217000 0.0 23511 0
1985-12-05 64.084999 15.303000 64.084999 15.303000 0.0 21451 0
1985-12-06 64.467003 14.796000 64.467003 14.796000 0.0 20669 0
1985-12-07 64.204002 14.928000 64.204002 14.928000 0.0 21220 0
1985-12-08 63.391998 14.807000 63.391998 14.807000 0.0 21870 0
1985-12-09 63.102001 15.497000 63.102001 15.497000 0.0 21899 0
1985-12-10 62.999001 16.197001 62.999001 16.197001 0.0 21018 0
1985-12-11 62.408001 16.531000 62.408001 16.531000 0.0 21313 0
1985-12-12 61.846001 15.262000 61.846001 15.262000 0.0 22181 0
1985-12-13 61.294998 15.128000 61.294998 15.128000 0.0 23399 0
1985-12-14 61.821999 14.922000 61.821999 14.922000 0.0 22465 0
1985-12-15 62.167999 15.219000 62.167999 15.219000 0.0 22171 0
1985-12-16 63.129002 16.073999 63.129002 16.073999 0.0 20944 0
1985-12-17 62.821999 16.726999 62.821999 16.726999 0.0 21533 0
1985-12-18 62.368999 17.243999 62.368999 17.243999 0.0 21495 0
1985-12-19 61.391998 17.825001 61.391998 17.825001 0.0 22540 0
1985-12-20 61.952000 16.438999 61.952000 16.438999 0.0 22629 0
1985-12-21 61.984001 16.555000 61.984001 16.555000 0.0 22531 0
1985-12-22 61.457001 17.128000 61.457001 17.128000 0.0 23118 0
1985-12-23 62.303001 16.796000 62.303001 16.796000 0.0 22468 0
1985-12-24 62.717999 16.834000 62.717999 16.834000 0.0 21526 0
1985-12-25 60.707001 17.778999 60.707001 17.778999 0.0 23422 0
1985-12-26 59.703999 18.198999 59.703999 18.198999 0.0 25177 0
1985-12-27 59.425999 16.697001 59.425999 16.697001 0.0 26577 0
1985-12-28 60.501999 16.327999 60.501999 16.327999 0.0 25242 0
1985-12-29 60.738998 15.407000 60.738998 15.407000 0.0 24887 0
1985-12-30 61.144001 15.384000 61.144001 15.384000 0.0 24355 0
1985-12-31 61.844002 15.530000 61.844002 15.530000 0.0 23264 0
================================================================================
DMC - Timesteps with Differences
================================================================================
Date Mean (Ref) Std (Ref) Mean (New) Std (New) Max Abs Diff Value Diffs NaN Changes
1985-01-01 5.111000 1.395000 5.111000 1.395000 0.0 1173 0
1985-01-02 4.563000 1.898000 4.563000 1.898000 0.0 1173 0
1985-01-03 4.180000 2.204000 4.180000 2.204000 0.0 1046 0
1985-01-04 3.845000 2.363000 3.845000 2.363000 0.0 845 0
1985-01-05 3.603000 2.505000 3.603000 2.505000 0.0 693 0
1985-01-06 3.322000 2.589000 3.322000 2.589000 0.0 541 0
1985-01-07 3.079000 2.546000 3.079000 2.546000 0.0 423 0
1985-01-08 2.866000 2.467000 2.866000 2.467000 0.0 374 0
1985-01-09 2.683000 2.412000 2.683000 2.412000 0.0 337 0
1985-01-10 2.535000 2.404000 2.535000 2.404000 0.0 296 0
1985-01-11 2.485000 2.415000 2.485000 2.415000 0.0 259 0
1985-01-12 2.429000 2.411000 2.429000 2.411000 0.0 253 0
1985-01-13 2.344000 2.416000 2.344000 2.416000 0.0 242 0
1985-01-14 2.308000 2.377000 2.308000 2.377000 0.0 217 0
1985-01-15 2.228000 2.332000 2.228000 2.332000 0.0 207 0
1985-01-16 2.172000 2.343000 2.172000 2.343000 0.0 197 0
1985-01-17 2.046000 2.378000 2.046000 2.378000 0.0 158 0
1985-01-18 2.046000 2.404000 2.046000 2.404000 0.0 143 0
1985-01-19 2.002000 2.411000 2.002000 2.411000 0.0 135 0
1985-01-20 1.943000 2.426000 1.943000 2.426000 0.0 125 0
1985-01-21 1.944000 2.464000 1.944000 2.464000 0.0 113 0
1985-01-22 1.918000 2.489000 1.918000 2.489000 0.0 110 0
1985-01-23 1.922000 2.507000 1.922000 2.507000 0.0 108 0
1985-01-24 1.943000 2.543000 1.943000 2.543000 0.0 108 0
1985-01-25 1.943000 2.609000 1.943000 2.609000 0.0 103 0
1985-01-26 1.942000 2.636000 1.942000 2.636000 0.0 101 0
1985-01-27 1.915000 2.583000 1.915000 2.583000 0.0 92 0
1985-01-28 1.877000 2.482000 1.877000 2.482000 0.0 90 0
1985-01-29 1.878000 2.493000 1.878000 2.493000 0.0 85 0
1985-01-30 1.904000 2.528000 1.904000 2.528000 0.0 79 0
1985-01-31 1.875000 2.541000 1.875000 2.541000 0.0 74 0
1985-02-01 1.853000 2.571000 1.853000 2.571000 0.0 71 0
1985-02-02 1.843000 2.553000 1.843000 2.553000 0.0 70 0
1985-02-03 1.823000 2.538000 1.823000 2.538000 0.0 69 0
1985-02-04 1.804000 2.559000 1.804000 2.559000 0.0 63 0
1985-02-05 1.760000 2.608000 1.760000 2.608000 0.0 61 0
1985-02-06 1.697000 2.630000 1.697000 2.630000 0.0 59 0
1985-02-07 1.601000 2.434000 1.601000 2.434000 0.0 59 0
1985-02-08 1.529000 2.227000 1.529000 2.227000 0.0 59 0
1985-02-09 1.535000 2.260000 1.535000 2.260000 0.0 59 0
1985-02-10 1.516000 2.283000 1.516000 2.283000 0.0 58 0
1985-02-11 1.484000 2.287000 1.484000 2.287000 0.0 58 0
1985-02-12 1.495000 2.357000 1.495000 2.357000 0.0 58 0
1985-02-13 1.505000 2.427000 1.505000 2.427000 0.0 57 0
1985-02-14 1.555000 2.530000 1.555000 2.530000 0.0 57 0
1985-02-15 1.613000 2.673000 1.613000 2.673000 0.0 57 0
1985-02-16 1.635000 2.830000 1.635000 2.830000 0.0 57 0
1985-02-17 1.673000 2.986000 1.673000 2.986000 0.0 57 0
1985-02-18 1.714000 3.115000 1.714000 3.115000 0.0 56 0
1985-02-19 1.801000 3.277000 1.801000 3.277000 0.0 56 0
1985-02-20 1.771000 3.225000 1.771000 3.225000 0.0 56 0
1985-02-21 1.748000 3.281000 1.748000 3.281000 0.0 56 0
1985-02-22 1.747000 3.321000 1.747000 3.321000 0.0 56 0
1985-02-23 1.789000 3.417000 1.789000 3.417000 0.0 55 0
1985-02-24 1.830000 3.599000 1.830000 3.599000 0.0 55 0
1985-02-25 1.888000 3.772000 1.888000 3.772000 0.0 55 0
1985-02-26 1.910000 3.862000 1.910000 3.862000 0.0 52 0
1985-02-27 2.011000 4.059000 2.011000 4.059000 0.0 52 0
1985-02-28 2.147000 4.281000 2.147000 4.281000 0.0 50 0
1985-03-01 2.277000 4.540000 2.277000 4.540000 0.0 51 0
1985-03-02 2.303000 4.493000 2.303000 4.493000 0.0 47 0
1985-03-03 2.281000 4.556000 2.281000 4.556000 0.0 48 0
1985-03-04 2.230000 4.620000 2.230000 4.620000 0.0 47 0
1985-03-05 2.155000 4.538000 2.155000 4.538000 0.0 45 0
1985-03-06 2.134000 4.524000 2.134000 4.524000 0.0 40 0
1985-03-07 2.163000 4.637000 2.163000 4.637000 0.0 41 0
1985-03-08 2.204000 4.797000 2.204000 4.797000 0.0 39 0
1985-03-09 2.318000 4.942000 2.318000 4.942000 0.0 38 0
1985-03-10 2.426000 5.067000 2.426000 5.067000 0.0 37 0
1985-03-11 2.530000 5.257000 2.530000 5.257000 0.0 37 0
1985-03-12 2.488000 5.071000 2.488000 5.071000 0.0 36 0
1985-03-13 2.545000 5.236000 2.545000 5.236000 0.0 35 0
1985-03-14 2.687000 5.493000 2.687000 5.493000 0.0 33 0
1985-03-15 2.693000 5.512000 2.693000 5.512000 0.0 31 0
1985-03-16 2.768000 5.682000 2.768000 5.682000 0.0 27 0
1985-03-17 2.888000 5.990000 2.888000 5.990000 0.0 24 0
1985-03-18 2.991000 6.170000 2.991000 6.170000 0.0 23 0
1985-03-19 3.123000 6.236000 3.123000 6.236000 0.0 23 0
1985-03-20 3.179000 6.401000 3.179000 6.401000 0.0 24 0
1985-03-21 3.192000 6.554000 3.192000 6.554000 0.0 23 0
1985-03-22 2.953000 6.011000 2.953000 6.011000 0.0 23 0
1985-03-23 2.851000 6.024000 2.851000 6.024000 0.0 22 0
1985-03-24 2.859000 6.274000 2.859000 6.274000 0.0 20 0
1985-03-25 2.931000 6.633000 2.931000 6.633000 0.0 21 0
1985-03-26 2.933000 6.872000 2.933000 6.872000 0.0 21 0
1985-03-27 2.829000 6.816000 2.829000 6.816000 0.0 19 0
1985-03-28 2.741000 6.695000 2.741000 6.695000 0.0 20 0
1985-03-29 2.588000 6.466000 2.588000 6.466000 0.0 21 0
1985-03-30 2.347000 5.880000 2.347000 5.880000 0.0 21 0
1985-03-31 2.296000 5.911000 2.296000 5.911000 0.0 20 0
1985-04-01 2.524000 6.299000 2.524000 6.299000 0.0 20 0
1985-04-02 2.873000 6.962000 2.873000 6.962000 0.0 21 0
1985-04-03 3.186000 7.659000 3.186000 7.659000 0.0 19 0
1985-04-04 3.372000 8.002000 3.372000 8.002000 0.0 20 0
1985-04-05 3.492000 8.336000 3.492000 8.336000 0.0 19 0
1985-04-06 3.630000 8.655000 3.630000 8.655000 0.0 22 0
1985-04-07 3.943000 9.259000 3.943000 9.259000 0.0 19 0
1985-04-08 4.236000 9.949000 4.236000 9.949000 0.0 20 0
1985-04-09 4.520000 10.727000 4.520000 10.727000 0.0 19 0
1985-04-10 4.815000 11.500000 4.815000 11.500000 0.0 20 0
1985-04-11 5.070000 12.299000 5.070000 12.299000 0.0 19 0
1985-04-12 5.398000 13.145000 5.398000 13.145000 0.0 19 0
1985-04-13 5.688000 13.931000 5.688000 13.931000 0.0 20 0
1985-04-14 6.021000 14.852000 6.021000 14.852000 0.0 19 0
1985-04-15 6.364000 15.788000 6.364000 15.788000 0.0 19 0
1985-04-16 6.622000 16.452000 6.622000 16.452000 0.0 19 0
1985-04-17 6.919000 16.854000 6.919000 16.854000 0.0 19 0
1985-04-18 7.129000 16.611000 7.129000 16.611000 0.0 18 0
1985-04-19 6.940000 16.087000 6.940000 16.087000 0.0 18 0
1985-04-20 6.635000 15.802000 6.635000 15.802000 0.0 17 0
1985-04-21 6.540000 15.541000 6.540000 15.541000 0.0 18 0
1985-04-22 6.440000 15.163000 6.440000 15.163000 0.0 17 0
1985-04-23 6.486000 15.414000 6.486000 15.414000 0.0 17 0
1985-04-24 6.430000 15.583000 6.430000 15.583000 0.0 18 0
1985-04-25 6.308000 15.387000 6.308000 15.387000 0.0 16 0
1985-04-26 6.087000 14.754000 6.087000 14.754000 0.0 14 0
1985-04-27 6.146000 14.908000 6.146000 14.908000 0.0 15 0
1985-04-28 6.477000 15.376000 6.477000 15.376000 0.0 14 0
1985-04-29 6.825000 15.975000 6.825000 15.975000 0.0 13 0
1985-04-30 7.188000 16.840000 7.188000 16.840000 0.0 13 0
1985-05-01 7.731000 17.827999 7.731000 17.827999 0.0 13 0
1985-05-02 8.278000 18.624001 8.278000 18.624001 0.0 13 0
1985-05-03 8.569000 19.187000 8.569000 19.187000 0.0 13 0
1985-05-04 8.734000 19.910000 8.734000 19.910000 0.0 12 0
1985-05-05 8.713000 20.424000 8.713000 20.424000 0.0 12 0
1985-05-06 9.000000 21.155001 9.000000 21.155001 0.0 12 0
1985-05-07 9.506000 22.066000 9.506000 22.066000 0.0 10 0
1985-05-08 10.046000 23.087000 10.046000 23.087000 0.0 10 0
1985-05-09 10.438000 22.987000 10.438000 22.987000 0.0 10 0
1985-05-10 10.071000 20.653000 10.071000 20.653000 0.0 9 0
1985-05-11 9.537000 19.341999 9.537000 19.341999 0.0 9 0
1985-05-12 9.202000 19.184000 9.202000 19.184000 0.0 9 0
1985-05-13 8.962000 19.207001 8.962000 19.207001 0.0 8 0
1985-05-14 9.027000 19.372000 9.027000 19.372000 0.0 8 0
1985-05-15 9.285000 19.915001 9.285000 19.915001 0.0 8 0
1985-05-16 9.604000 20.475000 9.604000 20.475000 0.0 8 0
1985-05-17 9.900000 21.228001 9.900000 21.228001 0.0 8 0
1985-05-18 10.315000 22.233999 10.315000 22.233999 0.0 8 0
1985-05-19 10.815000 23.242001 10.815000 23.242001 0.0 8 0
1985-05-20 11.023000 23.840000 11.023000 23.840000 0.0 8 0
1985-05-21 11.273000 24.598000 11.273000 24.598000 0.0 8 0
1985-05-22 11.732000 25.596001 11.732000 25.596001 0.0 7 0
1985-05-23 12.255000 26.600000 12.255000 26.600000 0.0 7 0
1985-05-24 12.540000 27.059999 12.540000 27.059999 0.0 5 0
1985-05-25 12.629000 27.250000 12.629000 27.250000 0.0 5 0
1985-05-26 12.653000 27.215000 12.653000 27.215000 0.0 5 0
1985-05-27 12.561000 27.351000 12.561000 27.351000 0.0 4 0
1985-05-28 12.292000 27.099001 12.292000 27.099001 0.0 5 0
1985-05-29 11.828000 26.233000 11.828000 26.233000 0.0 5 0
1985-05-30 11.394000 26.275999 11.394000 26.275999 0.0 4 0
1985-05-31 10.963000 25.690001 10.963000 25.690001 0.0 5 0
1985-06-01 10.881000 25.773001 10.881000 25.773001 0.0 5 0
1985-06-02 10.959000 25.267000 10.959000 25.267000 0.0 4 0
1985-06-03 11.129000 24.382000 11.129000 24.382000 0.0 5 0
1985-06-04 11.415000 24.841000 11.415000 24.841000 0.0 4 0
1985-06-05 11.638000 25.284000 11.638000 25.284000 0.0 4 0
1985-06-06 11.593000 25.657000 11.593000 25.657000 0.0 5 0
1985-06-07 11.724000 26.055000 11.724000 26.055000 0.0 5 0
1985-06-08 12.107000 26.929001 12.107000 26.929001 0.0 4 0
1985-06-09 12.389000 27.718000 12.389000 27.718000 0.0 5 0
1985-06-10 12.531000 28.431000 12.531000 28.431000 0.0 4 0
1985-06-11 12.634000 29.237000 12.634000 29.237000 0.0 5 0
1985-06-12 12.964000 30.268000 12.964000 30.268000 0.0 5 0
1985-06-13 13.498000 31.313000 13.498000 31.313000 0.0 5 0
1985-06-14 13.885000 32.271000 13.885000 32.271000 0.0 4 0
1985-06-15 14.054000 32.806999 14.054000 32.806999 0.0 4 0
1985-06-16 14.288000 33.738998 14.288000 33.738998 0.0 4 0
1985-06-17 14.747000 35.001999 14.747000 35.001999 0.0 4 0
1985-06-18 15.210000 36.150002 15.210000 36.150002 0.0 4 0
1985-06-19 15.974000 37.508999 15.974000 37.508999 0.0 4 0
1985-06-20 16.465000 38.522999 16.465000 38.522999 0.0 4 0
1985-06-21 16.576000 39.094002 16.576000 39.094002 0.0 4 0
1985-06-22 16.590000 40.091000 16.590000 40.091000 0.0 4 0
1985-06-23 16.927999 41.265999 16.927999 41.265999 0.0 4 0
1985-06-24 16.773001 40.009998 16.773001 40.009998 0.0 4 0
1985-06-25 15.855000 37.117001 15.855000 37.117001 0.0 4 0
1985-06-26 15.758000 37.057999 15.758000 37.057999 0.0 4 0
1985-06-27 16.250999 38.139999 16.250999 38.139999 0.0 4 0
1985-06-28 16.985001 39.348999 16.985001 39.348999 0.0 4 0
1985-06-29 17.846001 40.664001 17.846001 40.664001 0.0 4 0
1985-06-30 18.622999 41.865002 18.622999 41.865002 0.0 4 0
1985-07-01 18.955000 42.910999 18.955000 42.910999 0.0 4 0
1985-07-02 19.260000 43.995998 19.260000 43.995998 0.0 4 0
1985-07-03 19.542999 45.105999 19.542999 45.105999 0.0 4 0
1985-07-04 20.181000 46.432999 20.181000 46.432999 0.0 3 0
1985-07-05 20.544001 47.735001 20.544001 47.735001 0.0 3 0
1985-07-06 20.503000 48.778000 20.503000 48.778000 0.0 3 0
1985-07-07 20.590000 49.027000 20.590000 49.027000 0.0 4 0
1985-07-08 20.962999 49.965000 20.962999 49.965000 0.0 3 0
1985-07-09 21.489000 51.152000 21.489000 51.152000 0.0 3 0
1985-07-10 21.787001 52.216000 21.787001 52.216000 0.0 3 0
1985-07-11 22.063000 52.840000 22.063000 52.840000 0.0 3 0
1985-07-12 21.805000 52.494999 21.805000 52.494999 0.0 2 0
1985-07-13 21.658001 52.675999 21.658001 52.675999 0.0 1 0
1985-07-14 21.660999 53.275002 21.660999 53.275002 0.0 2 0
1985-07-15 21.349001 52.925999 21.349001 52.925999 0.0 2 0
1985-07-16 20.850000 52.245998 20.850000 52.245998 0.0 2 0
1985-07-17 20.295000 50.951000 20.295000 50.951000 0.0 1 0
1985-07-18 19.761999 48.763000 19.761999 48.763000 0.0 1 0
1985-07-19 19.382000 47.401001 19.382000 47.401001 0.0 2 0
1985-07-21 18.815001 46.060001 18.815001 46.060001 0.0 1 0
1985-07-22 17.922001 42.790001 17.922001 42.790001 0.0 2 0
1985-07-23 17.934000 43.002998 17.934000 43.002998 0.0 1 0
1985-07-24 17.556999 41.987000 17.556999 41.987000 0.0 2 0
1985-07-25 17.778000 42.632999 17.778000 42.632999 0.0 1 0
1985-07-26 18.025000 43.530998 18.025000 43.530998 0.0 1 0
1985-07-27 18.559999 44.603001 18.559999 44.603001 0.0 2 0
1985-07-28 19.145000 45.456001 19.145000 45.456001 0.0 2 0
1985-07-29 18.840000 44.235001 18.840000 44.235001 0.0 2 0
1985-07-31 17.152000 37.150002 17.152000 37.150002 0.0 1 0
1985-08-01 16.813000 35.459999 16.813000 35.459999 0.0 1 0
1985-08-02 16.746000 34.938999 16.746000 34.938999 0.0 1 0
1985-08-03 16.625999 34.932999 16.625999 34.932999 0.0 1 0
1985-08-08 15.460000 36.060001 15.460000 36.060001 0.0 1 0
1985-10-17 6.202000 21.826000 6.202000 21.826000 0.0 1 0
1985-11-04 4.648000 15.347000 4.648000 15.347000 0.0 1 0
1985-12-30 0.859000 3.436000 0.859000 3.436000 0.0 1 0
================================================================================
DC - Timesteps with Differences
================================================================================
Date Mean (Ref) Std (Ref) Mean (New) Std (New) Max Abs Diff Value Diffs NaN Changes
1985-01-01 12.787000 4.725000 12.787000 4.725000 0.0 7877 0
1985-01-02 11.861000 5.561000 11.861000 5.561000 0.0 6126 0
1985-01-03 11.211000 6.126000 11.211000 6.126000 0.0 4881 0
1985-01-04 10.512000 6.373000 10.512000 6.373000 0.0 3931 0
1985-01-05 9.980000 6.669000 9.980000 6.669000 0.0 3256 0
1985-01-06 9.261000 6.918000 9.261000 6.918000 0.0 2284 0
1985-01-07 8.776000 6.950000 8.776000 6.950000 0.0 1632 0
1985-01-08 8.300000 6.890000 8.300000 6.890000 0.0 1484 0
1985-01-09 7.934000 6.860000 7.934000 6.860000 0.0 1424 0
1985-01-10 7.829000 6.949000 7.829000 6.949000 0.0 1308 0
1985-01-11 7.777000 7.066000 7.777000 7.066000 0.0 1226 0
1985-01-12 7.619000 7.018000 7.619000 7.018000 0.0 1207 0
1985-01-13 7.411000 7.038000 7.411000 7.038000 0.0 1144 0
1985-01-14 7.387000 6.964000 7.387000 6.964000 0.0 1064 0
1985-01-15 7.338000 7.036000 7.338000 7.036000 0.0 1041 0
1985-01-16 7.241000 7.182000 7.241000 7.182000 0.0 1004 0
1985-01-17 7.013000 7.337000 7.013000 7.337000 0.0 948 0
1985-01-18 7.103000 7.477000 7.103000 7.477000 0.0 913 0
1985-01-19 7.079000 7.573000 7.079000 7.573000 0.0 899 0
1985-01-20 7.020000 7.707000 7.020000 7.707000 0.0 876 0
1985-01-21 7.102000 7.862000 7.102000 7.862000 0.0 858 0
1985-01-22 7.062000 8.067000 7.062000 8.067000 0.0 860 0
1985-01-23 7.099000 8.176000 7.099000 8.176000 0.0 848 0
1985-01-24 7.190000 8.298000 7.190000 8.298000 0.0 841 0
1985-01-25 7.227000 8.499000 7.227000 8.499000 0.0 840 0
1985-01-26 7.315000 8.603000 7.315000 8.603000 0.0 836 0
1985-01-27 7.273000 8.677000 7.273000 8.677000 0.0 801 0
1985-01-28 7.289000 8.682000 7.289000 8.682000 0.0 763 0
1985-01-29 7.362000 8.830000 7.362000 8.830000 0.0 750 0
1985-01-30 7.496000 9.006000 7.496000 9.006000 0.0 718 0
1985-01-31 7.488000 9.200000 7.488000 9.200000 0.0 679 0
1985-02-01 7.450000 9.304000 7.450000 9.304000 0.0 655 0
1985-02-02 7.489000 9.467000 7.489000 9.467000 0.0 652 0
1985-02-03 7.487000 9.596000 7.487000 9.596000 0.0 616 0
1985-02-04 7.494000 9.761000 7.494000 9.761000 0.0 548 0
1985-02-05 7.407000 9.985000 7.407000 9.985000 0.0 548 0
1985-02-06 7.261000 10.184000 7.261000 10.184000 0.0 526 0
1985-02-07 6.991000 9.595000 6.991000 9.595000 0.0 507 0
1985-02-08 6.759000 8.715000 6.759000 8.715000 0.0 499 0
1985-02-09 6.710000 8.871000 6.710000 8.871000 0.0 494 0
1985-02-10 6.455000 8.720000 6.455000 8.720000 0.0 483 0
1985-02-11 6.151000 8.357000 6.151000 8.357000 0.0 463 0
1985-02-12 6.151000 8.483000 6.151000 8.483000 0.0 463 0
1985-02-13 6.133000 8.629000 6.133000 8.629000 0.0 463 0
1985-02-14 6.217000 8.794000 6.217000 8.794000 0.0 456 0
1985-02-15 6.296000 9.014000 6.296000 9.014000 0.0 453 0
1985-02-16 6.346000 9.261000 6.346000 9.261000 0.0 449 0
1985-02-17 6.480000 9.506000 6.480000 9.506000 0.0 453 0
1985-02-18 6.598000 9.750000 6.598000 9.750000 0.0 448 0
1985-02-19 6.808000 10.061000 6.808000 10.061000 0.0 447 0
1985-02-20 6.909000 10.300000 6.909000 10.300000 0.0 446 0
1985-02-21 6.974000 10.562000 6.974000 10.562000 0.0 440 0
1985-02-22 6.985000 10.728000 6.985000 10.728000 0.0 439 0
1985-02-23 7.087000 10.964000 7.087000 10.964000 0.0 440 0
1985-02-24 7.255000 11.339000 7.255000 11.339000 0.0 444 0
1985-02-25 7.510000 11.702000 7.510000 11.702000 0.0 441 0
1985-02-26 7.636000 11.999000 7.636000 11.999000 0.0 441 0
1985-02-27 7.882000 12.381000 7.882000 12.381000 0.0 404 0
1985-02-28 8.109000 12.777000 8.109000 12.777000 0.0 361 0
1985-03-01 8.339000 13.199000 8.339000 13.199000 0.0 357 0
1985-03-02 8.405000 13.443000 8.405000 13.443000 0.0 342 0
1985-03-03 8.334000 13.772000 8.334000 13.772000 0.0 338 0
1985-03-04 8.262000 14.020000 8.262000 14.020000 0.0 333 0
1985-03-05 8.188000 13.907000 8.188000 13.907000 0.0 287 0
1985-03-06 8.110000 13.705000 8.110000 13.705000 0.0 242 0
1985-03-07 8.093000 13.701000 8.093000 13.701000 0.0 243 0
1985-03-08 7.800000 12.807000 7.800000 12.807000 0.0 243 0
1985-03-09 7.791000 12.500000 7.791000 12.500000 0.0 242 0
1985-03-10 7.943000 12.459000 7.943000 12.459000 0.0 248 0
1985-03-11 8.180000 12.843000 8.180000 12.843000 0.0 247 0
1985-03-12 8.217000 13.024000 8.217000 13.024000 0.0 188 0
1985-03-13 8.314000 13.428000 8.314000 13.428000 0.0 182 0
1985-03-14 8.517000 13.847000 8.517000 13.847000 0.0 136 0
1985-03-15 8.409000 13.904000 8.409000 13.904000 0.0 130 0
1985-03-16 8.312000 13.997000 8.312000 13.997000 0.0 76 0
1985-03-17 8.314000 14.090000 8.314000 14.090000 0.0 73 0
1985-03-18 8.400000 14.158000 8.400000 14.158000 0.0 75 0
1985-03-19 8.628000 14.523000 8.628000 14.523000 0.0 76 0
1985-03-20 8.677000 14.759000 8.677000 14.759000 0.0 74 0
1985-03-21 8.694000 15.133000 8.694000 15.133000 0.0 71 0
1985-03-22 8.291000 15.003000 8.291000 15.003000 0.0 76 0
1985-03-23 8.175000 15.316000 8.175000 15.316000 0.0 75 0
1985-03-24 8.252000 15.712000 8.252000 15.712000 0.0 74 0
1985-03-25 8.362000 16.124001 8.362000 16.124001 0.0 73 0
1985-03-26 8.344000 16.420000 8.344000 16.420000 0.0 69 0
1985-03-27 8.120000 16.410999 8.120000 16.410999 0.0 70 0
1985-03-28 7.918000 16.414000 7.918000 16.414000 0.0 70 0
1985-03-29 7.718000 16.302999 7.718000 16.302999 0.0 72 0
1985-03-30 7.451000 16.035000 7.451000 16.035000 0.0 79 0
1985-03-31 7.309000 15.902000 7.309000 15.902000 0.0 69 0
1985-04-01 8.179000 15.896000 8.179000 15.896000 0.0 75 0
1985-04-02 9.191000 16.478001 9.191000 16.478001 0.0 71 0
1985-04-03 10.156000 17.184000 10.156000 17.184000 0.0 69 0
1985-04-04 11.051000 17.712999 11.051000 17.712999 0.0 70 0
1985-04-05 11.789000 18.114000 11.789000 18.114000 0.0 67 0
1985-04-06 12.537000 18.702000 12.537000 18.702000 0.0 70 0
1985-04-07 13.424000 19.285999 13.424000 19.285999 0.0 66 0
1985-04-08 14.000000 19.900000 14.000000 19.900000 0.0 70 0
1985-04-09 14.464000 20.455000 14.464000 20.455000 0.0 68 0
1985-04-10 15.215000 21.270000 15.215000 21.270000 0.0 70 0
1985-04-11 15.888000 22.146000 15.888000 22.146000 0.0 65 0
1985-04-12 16.781000 23.091999 16.781000 23.091999 0.0 62 0
1985-04-13 17.297001 24.101000 17.297001 24.101000 0.0 63 0
1985-04-14 17.868999 25.132000 17.868999 25.132000 0.0 64 0
1985-04-15 18.671000 26.135000 18.671000 26.135000 0.0 64 0
1985-04-16 19.539000 27.100000 19.539000 27.100000 0.0 58 0
1985-04-17 20.358000 28.153999 20.358000 28.153999 0.0 59 0
1985-04-18 21.233999 29.167000 21.233999 29.167000 0.0 63 0
1985-04-19 21.667999 29.837999 21.667999 29.837999 0.0 59 0
1985-04-20 21.718000 30.020000 21.718000 30.020000 0.0 57 0
1985-04-21 22.223000 30.542999 22.223000 30.542999 0.0 58 0
1985-04-22 22.816000 30.902000 22.816000 30.902000 0.0 63 0
1985-04-23 23.214001 31.556999 23.214001 31.556999 0.0 55 0
1985-04-24 23.365000 32.361000 23.365000 32.361000 0.0 59 0
1985-04-25 23.364000 32.931999 23.364000 32.931999 0.0 59 0
1985-04-26 23.643000 32.916000 23.643000 32.916000 0.0 61 0
1985-04-27 24.351000 33.636002 24.351000 33.636002 0.0 54 0
1985-04-28 25.346001 34.368000 25.346001 34.368000 0.0 57 0
1985-04-29 26.271000 34.938999 26.271000 34.938999 0.0 48 0
1985-04-30 26.924000 35.761002 26.924000 35.761002 0.0 54 0
1985-05-01 29.205999 36.780998 29.205999 36.780998 0.0 52 0
1985-05-02 31.486000 37.655998 31.486000 37.655998 0.0 44 0
1985-05-03 33.527000 37.986000 33.527000 37.986000 0.0 38 0
1985-05-04 35.231998 39.116001 35.231998 39.116001 0.0 30 0
1985-05-05 36.493000 40.362000 36.493000 40.362000 0.0 32 0
1985-05-06 38.505001 41.480999 38.505001 41.480999 0.0 34 0
1985-05-07 40.972000 42.522999 40.972000 42.522999 0.0 32 0
1985-05-08 43.526001 43.848000 43.526001 43.848000 0.0 27 0
1985-05-09 46.007999 45.132999 46.007999 45.132999 0.0 24 0
1985-05-10 48.073002 45.716000 48.073002 45.716000 0.0 19 0
1985-05-11 49.379002 46.228001 49.379002 46.228001 0.0 17 0
1985-05-12 50.799000 47.104000 50.799000 47.104000 0.0 21 0
1985-05-13 51.578999 48.053001 51.578999 48.053001 0.0 26 0
1985-05-14 52.844002 49.279999 52.844002 49.279999 0.0 21 0
1985-05-15 54.841000 49.993000 54.841000 49.993000 0.0 17 0
1985-05-16 57.006001 50.601002 57.006001 50.601002 0.0 20 0
1985-05-17 58.535999 51.520000 58.535999 51.520000 0.0 24 0
1985-05-18 60.240002 52.720001 60.240002 52.720001 0.0 13 0
1985-05-19 62.221001 53.602001 62.221001 53.602001 0.0 12 0
1985-05-20 64.098999 54.390999 64.098999 54.390999 0.0 22 0
1985-05-21 66.235001 54.917000 66.235001 54.917000 0.0 15 0
1985-05-22 68.475998 56.094002 68.475998 56.094002 0.0 15 0
1985-05-23 70.796997 57.234001 70.796997 57.234001 0.0 21 0
1985-05-24 73.258003 58.244999 73.258003 58.244999 0.0 18 0
1985-05-25 75.653999 59.217999 75.653999 59.217999 0.0 16 0
1985-05-26 77.878998 60.021000 77.878998 60.021000 0.0 11 0
1985-05-27 79.906998 60.797001 79.906998 60.797001 0.0 13 0
1985-05-28 81.836998 61.432999 81.836998 61.432999 0.0 12 0
1985-05-29 83.328003 62.328999 83.328003 62.328999 0.0 21 0
1985-05-30 84.440002 62.895000 84.440002 62.895000 0.0 10 0
1985-05-31 85.524002 63.452999 85.524002 63.452999 0.0 16 0
1985-06-01 88.128998 64.153000 88.128998 64.153000 0.0 8 0
1985-06-02 90.606003 64.973999 90.606003 64.973999 0.0 8 0
1985-06-03 93.489998 65.565002 93.489998 65.565002 0.0 9 0
1985-06-04 96.230003 66.166000 96.230003 66.166000 0.0 18 0
1985-06-05 99.071999 67.127998 99.071999 67.127998 0.0 8 0
1985-06-06 101.198997 68.095001 101.198997 68.095001 0.0 7 0
1985-06-07 103.232002 68.992996 103.232002 68.992996 0.0 15 0
1985-06-08 105.983002 70.214996 105.983002 70.214996 0.0 8 0
1985-06-09 108.499001 72.014000 108.499001 72.014000 0.0 8 0
1985-06-10 110.522003 73.862999 110.522003 73.862999 0.0 5 0
1985-06-11 112.486000 75.453003 112.486000 75.453003 0.0 7 0
1985-06-12 115.096001 76.871002 115.096001 76.871002 0.0 12 0
1985-06-13 118.663002 78.252998 118.663002 78.252998 0.0 6 0
1985-06-14 121.954002 79.605003 121.954002 79.605003 0.0 4 0
1985-06-15 124.845001 80.318001 124.845001 80.318001 0.0 10 0
1985-06-16 127.073997 81.268997 127.073997 81.268997 0.0 12 0
1985-06-17 129.151001 83.922997 129.151001 83.922997 0.0 5 0
1985-06-18 132.147003 85.502998 132.147003 85.502998 0.0 6 0
1985-06-19 136.018005 87.134003 136.018005 87.134003 0.0 8 0
1985-06-20 139.856995 88.277000 139.856995 88.277000 0.0 3 0
1985-06-21 143.294998 88.884003 143.294998 88.884003 0.0 7 0
1985-06-22 145.742004 90.141998 145.742004 90.141998 0.0 4 0
1985-06-23 148.169998 91.600998 148.169998 91.600998 0.0 4 0
1985-06-24 150.000000 93.444000 150.000000 93.444000 0.0 1 0
1985-06-25 151.651001 94.083000 151.651001 94.083000 0.0 4 0
1985-06-26 153.503006 95.320999 153.503006 95.320999 0.0 4 0
1985-06-27 155.826996 97.296997 155.826996 97.296997 0.0 3 0
1985-06-28 158.899002 98.781998 158.899002 98.781998 0.0 5 0
1985-06-29 162.158997 100.397003 162.158997 100.397003 0.0 8 0
1985-06-30 165.414001 101.902000 165.414001 101.902000 0.0 9 0
1985-07-01 168.654999 103.147003 168.654999 103.147003 0.0 9 0
1985-07-02 172.125000 103.878998 172.125000 103.878998 0.0 6 0
1985-07-03 175.431000 105.353996 175.431000 105.353996 0.0 7 0
1985-07-04 178.901001 106.984001 178.901001 106.984001 0.0 8 0
1985-07-05 182.360992 108.767998 182.360992 108.767998 0.0 8 0
1985-07-06 184.423004 110.460999 184.423004 110.460999 0.0 2 0
1985-07-07 186.927994 112.834999 186.927994 112.834999 0.0 2 0
1985-07-08 190.100006 115.033997 190.100006 115.033997 0.0 5 0
1985-07-09 194.052002 116.762001 194.052002 116.762001 0.0 4 0
1985-07-10 197.962006 118.420998 197.962006 118.420998 0.0 5 0
1985-07-11 201.817001 120.004997 201.817001 120.004997 0.0 6 0
1985-07-12 205.100006 121.594002 205.100006 121.594002 0.0 5 0
1985-07-13 208.746002 123.054001 208.746002 123.054001 0.0 5 0
1985-07-14 211.901001 124.835999 211.901001 124.835999 0.0 8 0
1985-07-15 215.033005 126.205002 215.033005 126.205002 0.0 5 0
1985-07-16 218.048004 127.219002 218.048004 127.219002 0.0 2 0
1985-07-17 221.417999 127.740997 221.417999 127.740997 0.0 3 0
1985-07-18 223.994003 128.511993 223.994003 128.511993 0.0 3 0
1985-07-19 226.134995 129.326996 226.134995 129.326996 0.0 4 0
1985-07-20 228.061996 129.865997 228.061996 129.865997 0.0 1 0
1985-07-22 233.070999 131.156006 233.070999 131.156006 0.0 3 0
1985-07-23 235.927994 132.414993 235.927994 132.414993 0.0 3 0
1985-07-24 238.143005 133.899994 238.143005 133.899994 0.0 2 0
1985-07-25 240.910004 135.179993 240.910004 135.179993 0.0 3 0
1985-07-26 243.869995 136.145996 243.869995 136.145996 0.0 3 0
1985-07-27 246.839996 137.828995 246.839996 137.828995 0.0 3 0
1985-07-28 249.113998 140.102997 249.113998 140.102997 0.0 2 0
1985-07-29 250.628006 141.117996 250.628006 141.117996 0.0 5 0
1985-07-30 251.501999 140.856995 251.501999 140.856995 0.0 1 0
1985-07-31 253.166000 141.828995 253.166000 141.828995 0.0 2 0
1985-08-01 254.759003 143.151001 254.759003 143.151001 0.0 2 0
1985-08-02 255.998993 145.085999 255.998993 145.085999 0.0 2 0
1985-08-03 257.489990 145.332001 257.489990 145.332001 0.0 2 0
1985-08-06 262.720001 149.205994 262.720001 149.205994 0.0 1 0
1985-08-07 263.944000 150.919006 263.944000 150.919006 0.0 3 0
1985-08-08 263.911011 151.522003 263.911011 151.522003 0.0 4 0
1985-08-09 263.545990 154.397995 263.545990 154.397995 0.0 2 0
1985-08-11 264.752991 157.552002 264.752991 157.552002 0.0 2 0
1985-08-12 264.460999 159.222000 264.460999 159.222000 0.0 1 0
1985-08-13 264.134003 161.776001 264.134003 161.776001 0.0 1 0
1985-08-14 263.667999 163.136993 263.667999 163.136993 0.0 5 0
1985-08-15 264.295990 163.841003 264.295990 163.841003 0.0 3 0
1985-08-16 266.134003 164.167007 266.134003 164.167007 0.0 3 0
1985-08-17 267.963013 165.781998 267.963013 165.781998 0.0 1 0
1985-08-19 270.536011 169.123993 270.536011 169.123993 0.0 1 0
1985-08-21 272.080994 171.565002 272.080994 171.565002 0.0 1 0
1985-08-22 273.614014 172.925003 273.614014 172.925003 0.0 1 0
1985-08-23 275.210999 174.473007 275.210999 174.473007 0.0 1 0
1985-08-24 276.878998 176.162003 276.878998 176.162003 0.0 2 0
1985-08-25 277.752991 177.425995 277.752991 177.425995 0.0 1 0
1985-08-26 278.835999 178.735001 278.835999 178.735001 0.0 3 0
1985-08-27 280.235992 179.332993 280.235992 179.332993 0.0 1 0
1985-08-29 281.167999 182.093002 281.167999 182.093002 0.0 1 0
1985-08-30 282.984009 183.128998 282.984009 183.128998 0.0 1 0
1985-09-01 282.014008 187.585007 282.014008 187.585007 0.0 1 0
1985-09-02 280.760986 187.682007 280.760986 187.682007 0.0 1 0
1985-09-03 280.472992 189.130005 280.472992 189.130005 0.0 2 0
1985-09-04 279.959015 189.490997 279.959015 189.490997 0.0 3 0
1985-09-05 278.255005 190.373993 278.255005 190.373993 0.0 1 0
1985-09-06 276.140991 190.278000 276.140991 190.278000 0.0 1 0
1985-09-08 272.105988 187.373001 272.105988 187.373001 0.0 4 0
1985-09-09 270.730011 186.501007 270.730011 186.501007 0.0 3 0
1985-09-11 268.290985 181.304001 268.290985 181.304001 0.0 1 0
1985-09-12 265.451996 179.544998 265.451996 179.544998 0.0 1 0
1985-09-13 264.010010 178.947006 264.010010 178.947006 0.0 3 0
1985-09-14 263.635986 180.044998 263.635986 180.044998 0.0 3 0
1985-09-15 264.149994 180.582001 264.149994 180.582001 0.0 4 0
1985-09-16 263.747986 181.147995 263.747986 181.147995 0.0 1 0
1985-09-17 261.493988 182.647003 261.493988 182.647003 0.0 1 0
1985-09-18 258.897003 181.115005 258.897003 181.115005 0.0 1 0
1985-09-19 256.114014 179.550003 256.114014 179.550003 0.0 1 0
1985-09-22 251.059998 182.977005 251.059998 182.977005 0.0 2 0
1985-09-25 247.542999 186.988007 247.542999 186.988007 0.0 2 0
1985-09-26 247.287994 188.302994 247.287994 188.302994 0.0 4 0
1985-09-27 245.953995 189.003006 245.953995 189.003006 0.0 2 0
1985-09-28 245.996002 190.220993 245.996002 190.220993 0.0 2 0
1985-09-29 245.257996 191.699997 245.257996 191.699997 0.0 1 0
1985-09-30 244.966995 192.847000 244.966995 192.847000 0.0 1 0
1985-10-02 242.585007 195.134995 242.585007 195.134995 0.0 4 0
1985-10-03 241.584000 195.813995 241.584000 195.813995 0.0 5 0
1985-10-04 240.188995 197.522995 240.188995 197.522995 0.0 1 0
1985-10-05 238.483002 199.237000 238.483002 199.237000 0.0 1 0
1985-10-07 232.832993 200.324005 232.832993 200.324005 0.0 2 0
1985-10-08 231.276001 201.143005 231.276001 201.143005 0.0 3 0
1985-10-09 229.195007 200.438995 229.195007 200.438995 0.0 4 0
1985-10-10 227.479996 200.001999 227.479996 200.001999 0.0 2 0
1985-10-12 223.964996 201.417007 223.964996 201.417007 0.0 1 0
1985-10-13 222.352005 202.132004 222.352005 202.132004 0.0 3 0
1985-10-14 220.020004 201.688004 220.020004 201.688004 0.0 1 0
1985-10-15 217.772003 199.882996 217.772003 199.882996 0.0 2 0
1985-10-16 216.929001 201.009995 216.929001 201.009995 0.0 1 0
1985-10-17 216.356995 201.612000 216.356995 201.612000 0.0 1 0
1985-10-18 215.718994 202.199997 215.718994 202.199997 0.0 1 0
1985-10-19 213.912003 201.464005 213.912003 201.464005 0.0 1 0
1985-10-20 209.940994 195.445999 209.940994 195.445999 0.0 1 0
1985-10-22 205.531998 187.141006 205.531998 187.141006 0.0 2 0
1985-10-23 204.466995 186.966003 204.466995 186.966003 0.0 2 0
1985-10-24 202.350006 187.845993 202.350006 187.845993 0.0 1 0
1985-10-25 200.074997 187.406998 200.074997 187.406998 0.0 1 0
1985-10-26 196.942001 185.035004 196.942001 185.035004 0.0 1 0
1985-10-27 195.304993 184.695999 195.304993 184.695999 0.0 4 0
1985-10-28 194.580994 184.850006 194.580994 184.850006 0.0 2 0
1985-10-29 192.792007 185.888000 192.792007 185.888000 0.0 1 0
1985-10-30 191.264999 187.227005 191.264999 187.227005 0.0 1 0
1985-10-31 190.061996 187.828995 190.061996 187.828995 0.0 3 0
1985-11-03 183.181000 186.606995 183.181000 186.606995 0.0 2 0
1985-11-04 180.742004 186.179001 180.742004 186.179001 0.0 3 0
1985-11-05 179.020996 186.709000 179.020996 186.709000 0.0 2 0
1985-11-06 177.528000 187.576996 177.528000 187.576996 0.0 2 0
1985-11-07 176.078995 188.526001 176.078995 188.526001 0.0 3 0
1985-11-08 174.169006 188.856003 174.169006 188.856003 0.0 3 0
1985-11-09 170.919998 188.251999 170.919998 188.251999 0.0 3 0
1985-11-10 166.830994 184.699997 166.830994 184.699997 0.0 1 0
1985-11-11 163.320999 177.778000 163.320999 177.778000 0.0 3 0
1985-11-12 161.417007 175.776993 161.417007 175.776993 0.0 3 0
1985-11-13 160.080002 175.117996 160.080002 175.117996 0.0 3 0
1985-11-14 158.429001 173.007996 158.429001 173.007996 0.0 3 0
1985-11-15 156.731995 172.240997 156.731995 172.240997 0.0 3 0
1985-11-16 153.837997 170.026001 153.837997 170.026001 0.0 4 0
1985-11-17 151.285004 169.490997 151.285004 169.490997 0.0 4 0
1985-11-18 149.554993 168.697998 149.554993 168.697998 0.0 1 0
1985-11-19 147.625000 166.884995 147.625000 166.884995 0.0 2 0
1985-11-20 146.268997 165.802002 146.268997 165.802002 0.0 2 0
1985-11-21 145.117996 165.789993 145.117996 165.789993 0.0 3 0
1985-11-22 142.242996 162.759003 142.242996 162.759003 0.0 2 0
1985-11-23 139.416000 157.932007 139.416000 157.932007 0.0 1 0
1985-11-24 137.705002 154.332993 137.705002 154.332993 0.0 1 0
1985-11-25 136.117996 152.882004 136.117996 152.882004 0.0 3 0
1985-11-26 134.822998 152.697006 134.822998 152.697006 0.0 2 0
1985-11-27 133.533997 152.156006 133.533997 152.156006 0.0 2 0
1985-11-28 132.106003 150.550995 132.106003 150.550995 0.0 2 0
1985-11-29 130.699005 148.947998 130.699005 148.947998 0.0 2 0
1985-11-30 128.822006 148.149002 128.822006 148.149002 0.0 2 0
1985-12-01 125.925003 145.496002 125.925003 145.496002 0.0 2 0
1985-12-02 123.375999 143.397995 123.375999 143.397995 0.0 2 0
1985-12-03 122.081001 143.604996 122.081001 143.604996 0.0 2 0
1985-12-04 120.723999 143.287994 120.723999 143.287994 0.0 2 0
1985-12-05 119.928001 143.164993 119.928001 143.164993 0.0 2 0
1985-12-06 119.232002 143.169006 119.232002 143.169006 0.0 2 0
1985-12-07 118.497002 142.942993 118.497002 142.942993 0.0 2 0
1985-12-08 117.915001 142.839005 117.915001 142.839005 0.0 2 0
1985-12-09 117.374001 142.710999 117.374001 142.710999 0.0 3 0
1985-12-10 117.127998 142.567001 117.127998 142.567001 0.0 2 0
1985-12-11 116.650002 142.542999 116.650002 142.542999 0.0 2 0
1985-12-12 116.043999 142.158997 116.043999 142.158997 0.0 1 0
1985-12-13 115.611000 142.235001 115.611000 142.235001 0.0 1 0
1985-12-14 115.261002 142.311996 115.261002 142.311996 0.0 1 0
1985-12-15 115.063004 142.231995 115.063004 142.231995 0.0 1 0
1985-12-16 115.053001 142.147995 115.053001 142.147995 0.0 1 0
1985-12-17 114.904999 142.139008 114.904999 142.139008 0.0 2 0
1985-12-18 114.572998 142.250000 114.572998 142.250000 0.0 1 0
1985-12-19 114.140999 142.184998 114.140999 142.184998 0.0 1 0
1985-12-20 113.681000 141.964996 113.681000 141.964996 0.0 1 0
1985-12-21 113.044998 141.658997 113.044998 141.658997 0.0 1 0
1985-12-22 112.869003 141.503006 112.869003 141.503006 0.0 1 0
1985-12-23 112.805000 141.369003 112.805000 141.369003 0.0 1 0
1985-12-24 112.695999 141.078995 112.695999 141.078995 0.0 1 0
1985-12-25 111.981003 140.072998 111.981003 140.072998 0.0 1 0
1985-12-26 111.655998 140.095001 111.655998 140.095001 0.0 1 0
1985-12-29 110.700996 139.610992 110.700996 139.610992 0.0 3 0
1985-12-30 110.569000 139.449005 110.569000 139.449005 0.0 3 0
1985-12-31 110.245003 139.542007 110.245003 139.542007 0.0 3 0
================================================================================
ISI - Timesteps with Differences
================================================================================
Date Mean (Ref) Std (Ref) Mean (New) Std (New) Max Abs Diff Value Diffs NaN Changes
1985-01-01 3.977 4.219 3.977 4.219 0.0 40928 0
1985-01-02 2.282 2.099 2.282 2.099 0.0 54301 0
1985-01-03 1.851 1.683 1.851 1.683 0.0 59380 0
1985-01-04 2.112 2.575 2.112 2.575 0.0 61552 0
1985-01-05 2.269 4.392 2.269 4.392 0.0 63240 0
1985-01-06 2.328 2.942 2.328 2.942 0.0 64631 0
1985-01-07 2.253 2.774 2.253 2.774 0.0 65153 0
1985-01-08 1.909 2.508 1.909 2.508 0.0 66123 0
1985-01-09 1.848 2.289 1.848 2.289 0.0 66423 0
1985-01-10 1.809 2.093 1.809 2.093 0.0 66319 0
1985-01-11 1.591 1.517 1.591 1.517 0.0 64979 0
1985-01-12 1.496 1.305 1.496 1.305 0.0 64888 0
1985-01-13 1.673 1.604 1.673 1.604 0.0 65321 0
1985-01-14 1.945 3.723 1.945 3.723 0.0 64561 0
1985-01-15 1.851 3.623 1.851 3.623 0.0 64823 0
1985-01-16 2.016 2.372 2.016 2.372 0.0 64851 0
1985-01-17 1.903 2.381 1.903 2.381 0.0 66181 0
1985-01-18 1.941 2.587 1.941 2.587 0.0 66289 0
1985-01-19 2.164 2.955 2.164 2.955 0.0 65999 0
1985-01-20 2.017 2.422 2.017 2.422 0.0 66110 0
1985-01-21 1.756 2.025 1.756 2.025 0.0 65638 0
1985-01-22 1.726 1.805 1.726 1.805 0.0 65429 0
1985-01-23 1.891 1.902 1.891 1.902 0.0 63787 0
1985-01-24 1.974 1.752 1.974 1.752 0.0 62108 0
1985-01-25 1.808 1.688 1.808 1.688 0.0 61805 0
1985-01-26 1.804 1.729 1.804 1.729 0.0 61878 0
1985-01-27 1.888 1.909 1.888 1.909 0.0 62766 0
1985-01-28 2.207 2.672 2.207 2.672 0.0 62609 0
1985-01-29 2.277 2.754 2.277 2.754 0.0 61719 0
1985-01-30 2.160 2.419 2.160 2.419 0.0 60907 0
1985-01-31 1.921 2.353 1.921 2.353 0.0 61996 0
1985-02-01 1.631 1.766 1.631 1.766 0.0 62177 0
1985-02-02 1.594 1.577 1.594 1.577 0.0 61762 0
1985-02-03 1.615 1.535 1.615 1.535 0.0 61940 0
1985-02-04 2.015 2.773 2.015 2.773 0.0 62106 0
1985-02-05 1.961 2.705 1.961 2.705 0.0 62439 0
1985-02-06 2.179 5.047 2.179 5.047 0.0 64250 0
1985-02-07 2.226 4.216 2.226 4.216 0.0 64978 0
1985-02-08 2.244 3.009 2.244 3.009 0.0 64686 0
1985-02-09 1.984 2.520 1.984 2.520 0.0 64214 0
1985-02-10 1.875 2.315 1.875 2.315 0.0 63444 0
1985-02-11 1.906 2.438 1.906 2.438 0.0 62937 0
1985-02-12 1.911 2.238 1.911 2.238 0.0 62175 0
1985-02-13 2.004 2.105 2.004 2.105 0.0 62105 0
1985-02-14 2.162 2.123 2.162 2.123 0.0 61277 0
1985-02-15 2.064 2.324 2.064 2.324 0.0 62292 0
1985-02-16 1.892 2.074 1.892 2.074 0.0 63518 0
1985-02-17 1.840 2.239 1.840 2.239 0.0 64288 0
1985-02-18 1.830 1.962 1.830 1.962 0.0 63372 0
1985-02-19 1.854 1.772 1.854 1.772 0.0 61895 0
1985-02-20 1.926 2.334 1.926 2.334 0.0 63124 0
1985-02-21 2.007 2.688 2.007 2.688 0.0 63253 0
1985-02-22 1.776 2.085 1.776 2.085 0.0 62987 0
1985-02-23 1.725 1.809 1.725 1.809 0.0 62791 0
1985-02-24 1.706 1.847 1.706 1.847 0.0 62954 0
1985-02-25 1.865 2.370 1.865 2.370 0.0 63756 0
1985-02-26 2.037 2.584 2.037 2.584 0.0 63442 0
1985-02-27 2.013 2.341 2.013 2.341 0.0 62277 0
1985-02-28 2.113 2.564 2.113 2.564 0.0 62268 0
1985-03-01 2.133 2.592 2.133 2.592 0.0 61947 0
1985-03-02 2.324 3.604 2.324 3.604 0.0 62048 0
1985-03-03 2.100 2.739 2.100 2.739 0.0 61093 0
1985-03-04 2.685 3.607 2.685 3.607 0.0 61881 0
1985-03-05 2.274 2.790 2.274 2.790 0.0 62550 0
1985-03-06 2.279 2.741 2.279 2.741 0.0 62794 0
1985-03-07 2.073 2.492 2.073 2.492 0.0 62408 0
1985-03-08 2.042 2.276 2.042 2.276 0.0 62206 0
1985-03-09 1.976 2.083 1.976 2.083 0.0 61541 0
1985-03-10 1.988 2.005 1.988 2.005 0.0 60713 0
1985-03-11 2.222 2.164 2.222 2.164 0.0 60787 0
1985-03-12 2.437 2.250 2.437 2.250 0.0 60539 0
1985-03-13 2.055 2.157 2.055 2.157 0.0 61271 0
1985-03-14 2.157 2.132 2.157 2.132 0.0 61749 0
1985-03-15 2.117 2.161 2.117 2.161 0.0 63336 0
1985-03-16 2.238 2.590 2.238 2.590 0.0 63929 0
1985-03-17 2.417 2.501 2.417 2.501 0.0 63728 0
1985-03-18 2.708 3.373 2.708 3.373 0.0 63374 0
1985-03-19 2.514 2.713 2.514 2.713 0.0 62631 0
1985-03-20 2.175 2.363 2.175 2.363 0.0 61538 0
1985-03-21 2.169 2.420 2.169 2.420 0.0 61424 0
1985-03-22 2.167 2.299 2.167 2.299 0.0 61751 0
1985-03-23 2.236 2.295 2.236 2.295 0.0 61363 0
1985-03-24 2.246 2.258 2.246 2.258 0.0 60802 0
1985-03-25 2.548 3.360 2.548 3.360 0.0 60273 0
1985-03-26 2.822 3.950 2.822 3.950 0.0 60606 0
1985-03-27 2.762 3.766 2.762 3.766 0.0 61654 0
1985-03-28 2.646 3.985 2.646 3.985 0.0 62510 0
1985-03-29 2.254 2.833 2.254 2.833 0.0 63417 0
1985-03-30 1.935 2.039 1.935 2.039 0.0 63304 0
1985-03-31 2.107 2.236 2.107 2.236 0.0 62262 0
1985-04-01 2.369 2.771 2.369 2.771 0.0 61734 0
1985-04-02 2.646 3.384 2.646 3.384 0.0 61892 0
1985-04-03 2.480 3.150 2.480 3.150 0.0 61065 0
1985-04-04 2.282 2.880 2.282 2.880 0.0 60200 0
1985-04-05 2.168 2.802 2.168 2.802 0.0 59087 0
1985-04-06 2.300 2.753 2.300 2.753 0.0 59450 0
1985-04-07 2.323 2.498 2.323 2.498 0.0 59884 0
1985-04-08 2.447 2.295 2.447 2.295 0.0 59995 0
1985-04-09 2.551 2.670 2.551 2.670 0.0 60824 0
1985-04-10 2.709 2.766 2.709 2.766 0.0 60511 0
1985-04-11 2.548 2.859 2.548 2.859 0.0 59740 0
1985-04-12 2.480 2.885 2.480 2.885 0.0 58979 0
1985-04-13 2.519 3.019 2.519 3.019 0.0 59728 0
1985-04-14 2.732 3.046 2.732 3.046 0.0 60277 0
1985-04-15 2.679 3.043 2.679 3.043 0.0 60499 0
1985-04-16 2.842 3.633 2.842 3.633 0.0 60237 0
1985-04-17 3.156 4.261 3.156 4.261 0.0 60536 0
1985-04-18 3.029 3.655 3.029 3.655 0.0 60752 0
1985-04-19 2.760 3.813 2.760 3.813 0.0 61685 0
1985-04-20 2.419 3.166 2.419 3.166 0.0 62073 0
1985-04-21 2.286 3.232 2.286 3.232 0.0 62388 0
1985-04-22 2.288 2.477 2.288 2.477 0.0 61813 0
1985-04-23 2.490 2.571 2.490 2.571 0.0 62195 0
1985-04-24 2.409 2.708 2.409 2.708 0.0 63361 0
1985-04-25 2.333 3.038 2.333 3.038 0.0 64738 0
1985-04-26 2.493 3.177 2.493 3.177 0.0 64874 0
1985-04-27 2.412 2.845 2.412 2.845 0.0 64131 0
1985-04-28 2.230 2.620 2.230 2.620 0.0 63522 0
1985-04-29 2.162 2.606 2.162 2.606 0.0 62594 0
1985-04-30 2.311 2.739 2.311 2.739 0.0 62730 0
1985-05-01 2.632 2.910 2.632 2.910 0.0 62086 0
1985-05-02 2.935 3.434 2.935 3.434 0.0 61216 0
1985-05-03 3.076 3.849 3.076 3.849 0.0 61368 0
1985-05-04 3.068 4.148 3.068 4.148 0.0 61502 0
1985-05-05 2.826 3.728 2.826 3.728 0.0 63030 0
1985-05-06 2.814 3.331 2.814 3.331 0.0 62729 0
1985-05-07 2.791 3.235 2.791 3.235 0.0 62370 0
1985-05-08 2.909 3.697 2.909 3.697 0.0 61176 0
1985-05-09 2.965 3.659 2.965 3.659 0.0 61436 0
1985-05-10 2.800 3.408 2.800 3.408 0.0 61751 0
1985-05-11 2.570 3.446 2.570 3.446 0.0 62106 0
1985-05-12 2.446 2.749 2.446 2.749 0.0 62573 0
1985-05-13 2.538 2.712 2.538 2.712 0.0 63377 0
1985-05-14 2.667 3.046 2.667 3.046 0.0 63541 0
1985-05-15 2.798 3.297 2.798 3.297 0.0 62540 0
1985-05-16 2.768 3.204 2.768 3.204 0.0 61559 0
1985-05-17 2.704 3.032 2.704 3.032 0.0 62376 0
1985-05-18 2.673 3.318 2.673 3.318 0.0 63170 0
1985-05-19 2.710 3.446 2.710 3.446 0.0 63285 0
1985-05-20 2.359 3.088 2.359 3.088 0.0 64894 0
1985-05-21 2.173 2.873 2.173 2.873 0.0 65780 0
1985-05-22 2.175 2.742 2.175 2.742 0.0 66095 0
1985-05-23 2.204 2.737 2.204 2.737 0.0 66296 0
1985-05-24 2.173 2.748 2.173 2.748 0.0 66467 0
1985-05-25 2.164 2.907 2.164 2.907 0.0 65882 0
1985-05-26 2.189 3.042 2.189 3.042 0.0 65921 0
1985-05-27 2.017 2.867 2.017 2.867 0.0 66500 0
1985-05-28 2.054 3.314 2.054 3.314 0.0 66912 0
1985-05-29 2.034 3.402 2.034 3.402 0.0 67289 0
1985-05-30 2.198 3.657 2.198 3.657 0.0 66219 0
1985-05-31 2.133 2.989 2.133 2.989 0.0 65783 0
1985-06-01 2.282 3.161 2.282 3.161 0.0 65709 0
1985-06-02 2.331 2.793 2.331 2.793 0.0 65283 0
1985-06-03 2.489 2.794 2.489 2.794 0.0 65059 0
1985-06-04 2.423 2.660 2.423 2.660 0.0 64553 0
1985-06-05 2.356 2.636 2.356 2.636 0.0 64621 0
1985-06-06 2.411 3.020 2.411 3.020 0.0 65118 0
1985-06-07 2.624 3.594 2.624 3.594 0.0 65050 0
1985-06-08 2.771 4.369 2.771 4.369 0.0 64049 0
1985-06-09 2.814 4.029 2.814 4.029 0.0 64726 0
1985-06-10 2.597 3.299 2.597 3.299 0.0 66044 0
1985-06-11 2.636 3.333 2.636 3.333 0.0 66259 0
1985-06-12 2.664 3.400 2.664 3.400 0.0 65885 0
1985-06-13 2.682 3.493 2.682 3.493 0.0 64830 0
1985-06-14 2.583 3.474 2.583 3.474 0.0 64952 0
1985-06-15 2.539 3.362 2.539 3.362 0.0 64382 0
1985-06-16 2.885 3.985 2.885 3.985 0.0 64480 0
1985-06-17 2.984 4.982 2.984 4.982 0.0 64615 0
1985-06-18 3.028 4.153 3.028 4.153 0.0 64138 0
1985-06-19 3.123 3.729 3.123 3.729 0.0 62782 0
1985-06-20 3.260 4.731 3.260 4.731 0.0 62532 0
1985-06-21 3.158 4.455 3.158 4.455 0.0 62043 0
1985-06-22 3.227 4.230 3.227 4.230 0.0 61530 0
1985-06-23 3.517 4.539 3.517 4.539 0.0 62319 0
1985-06-24 3.328 4.594 3.328 4.594 0.0 63219 0
1985-06-25 2.903 3.918 2.903 3.918 0.0 63660 0
1985-06-26 2.667 3.262 2.667 3.262 0.0 64233 0
1985-06-27 2.767 3.514 2.767 3.514 0.0 65636 0
1985-06-28 2.869 3.871 2.869 3.871 0.0 65333 0
1985-06-29 3.153 4.349 3.153 4.349 0.0 65871 0
1985-06-30 2.973 4.066 2.973 4.066 0.0 66275 0
1985-07-01 2.851 3.903 2.851 3.903 0.0 66548 0
1985-07-02 2.853 3.900 2.853 3.900 0.0 66717 0
1985-07-03 2.957 4.287 2.957 4.287 0.0 66425 0
1985-07-04 3.165 4.493 3.165 4.493 0.0 67237 0
1985-07-05 2.957 4.440 2.957 4.440 0.0 66905 0
1985-07-06 2.878 4.606 2.878 4.606 0.0 67188 0
1985-07-07 2.831 4.402 2.831 4.402 0.0 68329 0
1985-07-08 2.779 4.378 2.779 4.378 0.0 68412 0
1985-07-09 2.722 3.959 2.722 3.959 0.0 67717 0
1985-07-10 2.539 3.683 2.539 3.683 0.0 67120 0
1985-07-11 2.609 3.810 2.609 3.810 0.0 65628 0
1985-07-12 2.642 4.005 2.642 4.005 0.0 65374 0
1985-07-13 2.706 4.116 2.706 4.116 0.0 65174 0
1985-07-14 2.440 3.477 2.440 3.477 0.0 65914 0
1985-07-15 2.411 3.216 2.411 3.216 0.0 65500 0
1985-07-16 2.377 3.283 2.377 3.283 0.0 65238 0
1985-07-17 2.433 3.168 2.433 3.168 0.0 64801 0
1985-07-18 2.460 3.009 2.460 3.009 0.0 63665 0
1985-07-19 2.347 2.807 2.347 2.807 0.0 63832 0
1985-07-20 2.519 3.173 2.519 3.173 0.0 64605 0
1985-07-21 2.478 3.300 2.478 3.300 0.0 65386 0
1985-07-22 2.498 3.871 2.498 3.871 0.0 65365 0
1985-07-23 2.545 3.768 2.545 3.768 0.0 64371 0
1985-07-24 2.444 3.106 2.444 3.106 0.0 64285 0
1985-07-25 2.534 3.081 2.534 3.081 0.0 64072 0
1985-07-26 2.603 3.350 2.603 3.350 0.0 63481 0
1985-07-27 2.642 3.513 2.642 3.513 0.0 63318 0
1985-07-28 2.652 3.370 2.652 3.370 0.0 64609 0
1985-07-29 2.679 3.262 2.679 3.262 0.0 65207 0
1985-07-30 2.699 3.340 2.699 3.340 0.0 65910 0
1985-07-31 2.675 3.314 2.675 3.314 0.0 66653 0
1985-08-01 2.811 3.635 2.811 3.635 0.0 66788 0
1985-08-02 2.706 3.213 2.706 3.213 0.0 66070 0
1985-08-03 2.585 3.126 2.585 3.126 0.0 65636 0
1985-08-04 2.510 3.016 2.510 3.016 0.0 65171 0
1985-08-05 2.524 3.220 2.524 3.220 0.0 65600 0
1985-08-06 2.653 3.174 2.653 3.174 0.0 65616 0
1985-08-07 2.832 3.747 2.832 3.747 0.0 65501 0
1985-08-08 3.128 4.607 3.128 4.607 0.0 65482 0
1985-08-09 2.997 4.106 2.997 4.106 0.0 65414 0
1985-08-10 2.848 3.798 2.848 3.798 0.0 65445 0
1985-08-11 2.878 4.439 2.878 4.439 0.0 65226 0
1985-08-12 2.679 3.684 2.679 3.684 0.0 65830 0
1985-08-13 2.578 3.321 2.578 3.321 0.0 66433 0
1985-08-14 2.496 3.096 2.496 3.096 0.0 66590 0
1985-08-15 2.742 3.471 2.742 3.471 0.0 66254 0
1985-08-16 2.884 3.838 2.884 3.838 0.0 65178 0
1985-08-17 2.752 3.390 2.752 3.390 0.0 65071 0
1985-08-18 2.691 3.244 2.691 3.244 0.0 65215 0
1985-08-19 2.805 3.395 2.805 3.395 0.0 65041 0
1985-08-20 2.689 3.453 2.689 3.453 0.0 65558 0
1985-08-21 2.560 3.561 2.560 3.561 0.0 66124 0
1985-08-22 2.471 3.108 2.471 3.108 0.0 64207 0
1985-08-23 2.407 2.944 2.407 2.944 0.0 63602 0
1985-08-24 2.373 2.998 2.373 2.998 0.0 63620 0
1985-08-25 2.563 3.539 2.563 3.539 0.0 65119 0
1985-08-26 2.606 3.646 2.606 3.646 0.0 65109 0
1985-08-27 2.691 3.630 2.691 3.630 0.0 65598 0
1985-08-28 2.712 3.397 2.712 3.397 0.0 66094 0
1985-08-29 2.784 3.464 2.784 3.464 0.0 66170 0
1985-08-30 2.676 3.804 2.676 3.804 0.0 65157 0
1985-08-31 2.778 4.281 2.778 4.281 0.0 66191 0
1985-09-01 2.619 3.723 2.619 3.723 0.0 66874 0
1985-09-02 2.419 3.406 2.419 3.406 0.0 67354 0
1985-09-03 2.405 3.021 2.405 3.021 0.0 67383 0
1985-09-04 2.250 2.602 2.250 2.602 0.0 67503 0
1985-09-05 2.360 3.320 2.360 3.320 0.0 67268 0
1985-09-06 2.417 3.312 2.417 3.312 0.0 67676 0
1985-09-07 2.405 3.218 2.405 3.218 0.0 67997 0
1985-09-08 2.499 2.916 2.499 2.916 0.0 67543 0
1985-09-09 2.562 2.984 2.562 2.984 0.0 66118 0
1985-09-10 2.408 2.564 2.408 2.564 0.0 64834 0
1985-09-11 2.297 2.217 2.297 2.217 0.0 64824 0
1985-09-12 2.368 2.363 2.368 2.363 0.0 65814 0
1985-09-13 2.670 2.703 2.670 2.703 0.0 66070 0
1985-09-14 2.710 2.888 2.710 2.888 0.0 65139 0
1985-09-15 2.636 2.903 2.636 2.903 0.0 65377 0
1985-09-16 2.986 3.441 2.986 3.441 0.0 64169 0
1985-09-17 3.085 4.086 3.085 4.086 0.0 65824 0
1985-09-18 2.766 3.285 2.766 3.285 0.0 66170 0
1985-09-19 2.730 3.112 2.730 3.112 0.0 65888 0
1985-09-20 2.425 2.629 2.425 2.629 0.0 66622 0
1985-09-21 2.269 2.592 2.269 2.592 0.0 67516 0
1985-09-22 2.334 2.821 2.334 2.821 0.0 67465 0
1985-09-23 2.511 3.082 2.511 3.082 0.0 66580 0
1985-09-24 2.279 2.605 2.279 2.605 0.0 65637 0
1985-09-25 2.202 2.498 2.202 2.498 0.0 66091 0
1985-09-26 2.119 2.369 2.119 2.369 0.0 66398 0
1985-09-27 2.159 2.770 2.159 2.770 0.0 66412 0
1985-09-28 2.116 2.663 2.116 2.663 0.0 67227 0
1985-09-29 2.064 2.297 2.064 2.297 0.0 67749 0
1985-09-30 2.238 2.808 2.238 2.808 0.0 67634 0
1985-10-01 2.432 2.780 2.432 2.780 0.0 66444 0
1985-10-02 2.687 3.320 2.687 3.320 0.0 64829 0
1985-10-03 2.294 2.981 2.294 2.981 0.0 64447 0
1985-10-04 2.255 2.859 2.255 2.859 0.0 64900 0
1985-10-05 2.297 2.673 2.297 2.673 0.0 65204 0
1985-10-06 2.256 2.991 2.256 2.991 0.0 67011 0
1985-10-07 2.392 3.612 2.392 3.612 0.0 68657 0
1985-10-08 2.444 3.049 2.444 3.049 0.0 67962 0
1985-10-09 2.361 2.951 2.361 2.951 0.0 67113 0
1985-10-10 2.265 2.444 2.265 2.444 0.0 66992 0
1985-10-11 2.177 2.148 2.177 2.148 0.0 66647 0
1985-10-12 2.346 2.562 2.346 2.562 0.0 66570 0
1985-10-13 2.251 2.649 2.251 2.649 0.0 66306 0
1985-10-14 2.024 2.438 2.024 2.438 0.0 66493 0
1985-10-15 2.201 2.627 2.201 2.627 0.0 66255 0
1985-10-16 2.324 2.585 2.324 2.585 0.0 66554 0
1985-10-17 2.452 2.469 2.452 2.469 0.0 65443 0
1985-10-18 2.818 3.181 2.818 3.181 0.0 65594 0
1985-10-19 2.658 3.133 2.658 3.133 0.0 64410 0
1985-10-20 2.478 2.832 2.478 2.832 0.0 64231 0
1985-10-21 2.674 3.115 2.674 3.115 0.0 64848 0
1985-10-22 2.656 3.064 2.656 3.064 0.0 65074 0
1985-10-23 2.387 2.930 2.387 2.930 0.0 65474 0
1985-10-24 2.239 2.539 2.239 2.539 0.0 66601 0
1985-10-25 2.287 2.734 2.287 2.734 0.0 67868 0
1985-10-26 2.595 3.262 2.595 3.262 0.0 68219 0
1985-10-27 2.597 3.113 2.597 3.113 0.0 68135 0
1985-10-28 2.680 3.136 2.680 3.136 0.0 66774 0
1985-10-29 2.406 2.970 2.406 2.970 0.0 66713 0
1985-10-30 2.344 2.931 2.344 2.931 0.0 66651 0
1985-10-31 2.355 2.933 2.355 2.933 0.0 65990 0
1985-11-01 2.332 3.189 2.332 3.189 0.0 65836 0
1985-11-02 2.232 2.739 2.232 2.739 0.0 66194 0
1985-11-03 2.339 2.683 2.339 2.683 0.0 65512 0
1985-11-04 2.659 3.386 2.659 3.386 0.0 65764 0
1985-11-05 2.745 3.365 2.745 3.365 0.0 65972 0
1985-11-06 2.123 2.568 2.123 2.568 0.0 65758 0
1985-11-07 2.117 2.498 2.117 2.498 0.0 66055 0
1985-11-08 2.386 2.954 2.386 2.954 0.0 66065 0
1985-11-09 2.457 3.605 2.457 3.605 0.0 67373 0
1985-11-10 2.428 3.249 2.428 3.249 0.0 68845 0
1985-11-11 2.154 2.926 2.154 2.926 0.0 69907 0
1985-11-12 1.724 2.249 1.724 2.249 0.0 69833 0
1985-11-13 1.627 2.071 1.627 2.071 0.0 69512 0
1985-11-14 1.731 2.218 1.731 2.218 0.0 69147 0
1985-11-15 1.916 2.462 1.916 2.462 0.0 68301 0
1985-11-16 2.276 2.875 2.276 2.875 0.0 68208 0
1985-11-17 1.888 2.192 1.888 2.192 0.0 68699 0
1985-11-18 1.719 2.134 1.719 2.134 0.0 68322 0
1985-11-19 1.599 1.845 1.599 1.845 0.0 68482 0
1985-11-20 1.610 1.989 1.610 1.989 0.0 67567 0
1985-11-21 1.666 2.229 1.666 2.229 0.0 66887 0
1985-11-22 1.751 2.526 1.751 2.526 0.0 66588 0
1985-11-23 1.899 2.591 1.899 2.591 0.0 66197 0
1985-11-24 2.101 4.838 2.101 4.838 0.0 65078 0
1985-11-25 2.446 7.251 2.446 7.251 0.0 65475 0
1985-11-26 2.227 3.055 2.227 3.055 0.0 67121 0
1985-11-27 2.210 3.016 2.210 3.016 0.0 67191 0
1985-11-28 2.016 2.330 2.016 2.330 0.0 67466 0
1985-11-29 2.140 2.723 2.140 2.723 0.0 66551 0
1985-11-30 2.454 3.257 2.454 3.257 0.0 65390 0
1985-12-01 2.879 3.836 2.879 3.836 0.0 65623 0
1985-12-02 2.262 2.823 2.262 2.823 0.0 65576 0
1985-12-03 2.217 2.907 2.217 2.907 0.0 64479 0
1985-12-04 2.319 3.409 2.319 3.409 0.0 64773 0
1985-12-05 2.303 3.183 2.303 3.183 0.0 63698 0
1985-12-06 1.830 1.936 1.830 1.936 0.0 62912 0
1985-12-07 1.897 2.242 1.897 2.242 0.0 62876 0
1985-12-08 1.870 1.938 1.870 1.938 0.0 63816 0
1985-12-09 2.303 2.978 2.303 2.978 0.0 63859 0
1985-12-10 2.241 2.769 2.241 2.769 0.0 63257 0
1985-12-11 1.978 2.207 1.978 2.207 0.0 63264 0
1985-12-12 1.593 1.634 1.593 1.634 0.0 63895 0
1985-12-13 1.312 1.195 1.312 1.195 0.0 64297 0
1985-12-14 1.495 1.498 1.495 1.498 0.0 63994 0
1985-12-15 1.696 1.729 1.696 1.729 0.0 64135 0
1985-12-16 2.283 4.092 2.283 4.092 0.0 63436 0
1985-12-17 2.545 7.221 2.545 7.221 0.0 63522 0
1985-12-18 1.855 2.048 1.855 2.048 0.0 63338 0
1985-12-19 1.875 2.073 1.875 2.073 0.0 63988 0
1985-12-20 2.073 2.897 2.073 2.897 0.0 64334 0
1985-12-21 1.725 1.911 1.725 1.911 0.0 64406 0
1985-12-22 1.732 1.906 1.732 1.906 0.0 65286 0
1985-12-23 2.068 2.251 2.068 2.251 0.0 64717 0
1985-12-24 1.888 1.972 1.888 1.972 0.0 64223 0
1985-12-25 1.678 1.728 1.678 1.728 0.0 66165 0
1985-12-26 2.085 2.615 2.085 2.615 0.0 67310 0
1985-12-27 2.118 3.160 2.118 3.160 0.0 68639 0
1985-12-28 1.769 2.058 1.769 2.058 0.0 68284 0
1985-12-29 1.568 1.583 1.568 1.583 0.0 67315 0
1985-12-30 1.640 1.717 1.640 1.717 0.0 66604 0
1985-12-31 1.656 1.763 1.656 1.763 0.0 65520 0
================================================================================
BUI - Timesteps with Differences
================================================================================
Date Mean (Ref) Std (Ref) Mean (New) Std (New) Max Abs Diff Value Diffs NaN Changes
1985-01-01 5.147000 1.503000 5.147000 1.503000 0.0 4494 0
1985-01-02 4.636000 2.008000 4.636000 2.008000 0.0 4244 0
1985-01-03 4.292000 2.286000 4.292000 2.286000 0.0 3388 0
1985-01-04 3.967000 2.436000 3.967000 2.436000 0.0 2669 0
1985-01-05 3.731000 2.575000 3.731000 2.575000 0.0 2171 0
1985-01-06 3.442000 2.668000 3.442000 2.668000 0.0 1576 0
1985-01-07 3.218000 2.637000 3.218000 2.637000 0.0 1171 0
1985-01-08 3.010000 2.567000 3.010000 2.567000 0.0 1114 0
1985-01-09 2.835000 2.518000 2.835000 2.518000 0.0 1045 0
1985-01-10 2.713000 2.527000 2.713000 2.527000 0.0 829 0
1985-01-11 2.664000 2.550000 2.664000 2.550000 0.0 737 0
1985-01-12 2.605000 2.547000 2.605000 2.547000 0.0 728 0
1985-01-13 2.516000 2.556000 2.516000 2.556000 0.0 675 0
1985-01-14 2.489000 2.514000 2.489000 2.514000 0.0 644 0
1985-01-15 2.428000 2.490000 2.428000 2.490000 0.0 623 0
1985-01-16 2.378000 2.512000 2.378000 2.512000 0.0 566 0
1985-01-17 2.256000 2.551000 2.256000 2.551000 0.0 483 0
1985-01-18 2.265000 2.584000 2.265000 2.584000 0.0 432 0
1985-01-19 2.225000 2.587000 2.225000 2.587000 0.0 406 0
1985-01-20 2.170000 2.612000 2.170000 2.612000 0.0 380 0
1985-01-21 2.181000 2.657000 2.181000 2.657000 0.0 351 0
1985-01-22 2.155000 2.700000 2.155000 2.700000 0.0 347 0
1985-01-23 2.157000 2.722000 2.157000 2.722000 0.0 333 0
1985-01-24 2.177000 2.756000 2.177000 2.756000 0.0 325 0
1985-01-25 2.180000 2.827000 2.180000 2.827000 0.0 311 0
1985-01-26 2.191000 2.861000 2.191000 2.861000 0.0 305 0
1985-01-27 2.166000 2.827000 2.166000 2.827000 0.0 270 0
1985-01-28 2.134000 2.744000 2.134000 2.744000 0.0 250 0
1985-01-29 2.141000 2.770000 2.141000 2.770000 0.0 229 0
1985-01-30 2.174000 2.824000 2.174000 2.824000 0.0 219 0
1985-01-31 2.151000 2.856000 2.151000 2.856000 0.0 203 0
1985-02-01 2.122000 2.893000 2.122000 2.893000 0.0 190 0
1985-02-02 2.113000 2.898000 2.113000 2.898000 0.0 200 0
1985-02-03 2.096000 2.899000 2.096000 2.899000 0.0 195 0
1985-02-04 2.089000 2.936000 2.089000 2.936000 0.0 180 0
1985-02-05 2.049000 3.007000 2.049000 3.007000 0.0 174 0
1985-02-06 1.982000 3.042000 1.982000 3.042000 0.0 147 0
1985-02-07 1.869000 2.793000 1.869000 2.793000 0.0 136 0
1985-02-08 1.774000 2.497000 1.774000 2.497000 0.0 136 0
1985-02-09 1.773000 2.551000 1.773000 2.551000 0.0 139 0
1985-02-10 1.732000 2.569000 1.732000 2.569000 0.0 139 0
1985-02-11 1.680000 2.552000 1.680000 2.552000 0.0 135 0
1985-02-12 1.686000 2.608000 1.686000 2.608000 0.0 130 0
1985-02-13 1.698000 2.680000 1.698000 2.680000 0.0 128 0
1985-02-14 1.752000 2.772000 1.752000 2.772000 0.0 128 0
1985-02-15 1.810000 2.904000 1.810000 2.904000 0.0 128 0
1985-02-16 1.833000 3.056000 1.833000 3.056000 0.0 133 0
1985-02-17 1.881000 3.208000 1.881000 3.208000 0.0 132 0
1985-02-18 1.926000 3.341000 1.926000 3.341000 0.0 129 0
1985-02-19 2.016000 3.505000 2.016000 3.505000 0.0 127 0
1985-02-20 2.011000 3.488000 2.011000 3.488000 0.0 124 0
1985-02-21 2.000000 3.564000 2.000000 3.564000 0.0 122 0
1985-02-22 1.997000 3.610000 1.997000 3.610000 0.0 121 0
1985-02-23 2.038000 3.710000 2.038000 3.710000 0.0 125 0
1985-02-24 2.094000 3.890000 2.094000 3.890000 0.0 123 0
1985-02-25 2.172000 4.068000 2.172000 4.068000 0.0 119 0
1985-02-26 2.201000 4.170000 2.201000 4.170000 0.0 105 0
1985-02-27 2.303000 4.370000 2.303000 4.370000 0.0 103 0
1985-02-28 2.436000 4.589000 2.436000 4.589000 0.0 100 0
1985-03-01 2.566000 4.848000 2.566000 4.848000 0.0 100 0
1985-03-02 2.595000 4.842000 2.595000 4.842000 0.0 93 0
1985-03-03 2.563000 4.931000 2.563000 4.931000 0.0 92 0
1985-03-04 2.519000 5.007000 2.519000 5.007000 0.0 92 0
1985-03-05 2.443000 4.868000 2.443000 4.868000 0.0 95 0
1985-03-06 2.410000 4.806000 2.410000 4.806000 0.0 91 0
1985-03-07 2.429000 4.891000 2.429000 4.891000 0.0 88 0
1985-03-08 2.435000 4.991000 2.435000 4.991000 0.0 76 0
1985-03-09 2.523000 5.114000 2.523000 5.114000 0.0 61 0
1985-03-10 2.621000 5.217000 2.621000 5.217000 0.0 60 0
1985-03-11 2.727000 5.415000 2.727000 5.415000 0.0 59 0
1985-03-12 2.700000 5.265000 2.700000 5.265000 0.0 52 0
1985-03-13 2.761000 5.447000 2.761000 5.447000 0.0 48 0
1985-03-14 2.911000 5.708000 2.911000 5.708000 0.0 39 0
1985-03-15 2.918000 5.727000 2.918000 5.727000 0.0 40 0
1985-03-16 2.973000 5.878000 2.973000 5.878000 0.0 33 0
1985-03-17 3.078000 6.157000 3.078000 6.157000 0.0 34 0
1985-03-18 3.185000 6.308000 3.185000 6.308000 0.0 32 0
1985-03-19 3.322000 6.390000 3.322000 6.390000 0.0 28 0
1985-03-20 3.376000 6.567000 3.376000 6.567000 0.0 28 0
1985-03-21 3.387000 6.737000 3.387000 6.737000 0.0 25 0
1985-03-22 3.130000 6.241000 3.130000 6.241000 0.0 28 0
1985-03-23 3.026000 6.279000 3.026000 6.279000 0.0 24 0
1985-03-24 3.049000 6.535000 3.049000 6.535000 0.0 26 0
1985-03-25 3.126000 6.882000 3.126000 6.882000 0.0 23 0
1985-03-26 3.125000 7.113000 3.125000 7.113000 0.0 23 0
1985-03-27 3.010000 7.060000 3.010000 7.060000 0.0 25 0
1985-03-28 2.911000 6.956000 2.911000 6.956000 0.0 25 0
1985-03-29 2.761000 6.734000 2.761000 6.734000 0.0 23 0
1985-03-30 2.529000 6.192000 2.529000 6.192000 0.0 26 0
1985-03-31 2.464000 6.201000 2.464000 6.201000 0.0 29 0
1985-04-01 2.762000 6.522000 2.762000 6.522000 0.0 26 0
1985-04-02 3.142000 7.141000 3.142000 7.141000 0.0 28 0
1985-04-03 3.489000 7.811000 3.489000 7.811000 0.0 25 0
1985-04-04 3.710000 8.149000 3.710000 8.149000 0.0 22 0
1985-04-05 3.854000 8.468000 3.854000 8.468000 0.0 24 0
1985-04-06 4.024000 8.785000 4.024000 8.785000 0.0 22 0
1985-04-07 4.362000 9.360000 4.362000 9.360000 0.0 20 0
1985-04-08 4.654000 10.022000 4.654000 10.022000 0.0 19 0
1985-04-09 4.930000 10.749000 4.930000 10.749000 0.0 22 0
1985-04-10 5.234000 11.499000 5.234000 11.499000 0.0 20 0
1985-04-11 5.494000 12.285000 5.494000 12.285000 0.0 20 0
1985-04-12 5.833000 13.124000 5.833000 13.124000 0.0 22 0
1985-04-13 6.126000 13.910000 6.126000 13.910000 0.0 21 0
1985-04-14 6.464000 14.816000 6.464000 14.816000 0.0 20 0
1985-04-15 6.830000 15.737000 6.830000 15.737000 0.0 19 0
1985-04-16 7.118000 16.400000 7.118000 16.400000 0.0 24 0
1985-04-17 7.441000 16.816999 7.441000 16.816999 0.0 19 0
1985-04-18 7.675000 16.620001 7.675000 16.620001 0.0 20 0
1985-04-19 7.512000 16.146999 7.512000 16.146999 0.0 19 0
1985-04-20 7.226000 15.889000 7.226000 15.889000 0.0 18 0
1985-04-21 7.171000 15.679000 7.171000 15.679000 0.0 19 0
1985-04-22 7.130000 15.355000 7.130000 15.355000 0.0 18 0
1985-04-23 7.205000 15.616000 7.205000 15.616000 0.0 17 0
1985-04-24 7.149000 15.809000 7.149000 15.809000 0.0 19 0
1985-04-25 7.046000 15.659000 7.046000 15.659000 0.0 17 0
1985-04-26 6.860000 15.067000 6.860000 15.067000 0.0 17 0
1985-04-27 6.956000 15.244000 6.956000 15.244000 0.0 16 0
1985-04-28 7.311000 15.711000 7.311000 15.711000 0.0 15 0
1985-04-29 7.669000 16.256001 7.669000 16.256001 0.0 13 0
1985-04-30 8.025000 17.070999 8.025000 17.070999 0.0 13 0
1985-05-01 8.610000 18.017000 8.610000 18.017000 0.0 15 0
1985-05-02 9.215000 18.806000 9.215000 18.806000 0.0 15 0
1985-05-03 9.589000 19.361000 9.589000 19.361000 0.0 14 0
1985-05-04 9.815000 20.101999 9.815000 20.101999 0.0 13 0
1985-05-05 9.845000 20.643999 9.845000 20.643999 0.0 14 0
1985-05-06 10.217000 21.372000 10.217000 21.372000 0.0 13 0
1985-05-07 10.788000 22.257999 10.788000 22.257999 0.0 11 0
1985-05-08 11.392000 23.271999 11.392000 23.271999 0.0 13 0
1985-05-09 11.847000 23.264000 11.847000 23.264000 0.0 10 0
1985-05-10 11.597000 21.212999 11.597000 21.212999 0.0 10 0
1985-05-11 11.193000 20.187000 11.193000 20.187000 0.0 10 0
1985-05-12 11.017000 20.183001 11.017000 20.183001 0.0 9 0
1985-05-13 10.857000 20.268000 10.857000 20.268000 0.0 8 0
1985-05-14 10.968000 20.474001 10.968000 20.474001 0.0 9 0
1985-05-15 11.298000 20.985001 11.298000 20.985001 0.0 10 0
1985-05-16 11.680000 21.525000 11.680000 21.525000 0.0 10 0
1985-05-17 11.981000 22.181000 11.981000 22.181000 0.0 8 0
1985-05-18 12.401000 23.100000 12.401000 23.100000 0.0 8 0
1985-05-19 12.917000 24.049999 12.917000 24.049999 0.0 8 0
1985-05-20 13.159000 24.615000 13.159000 24.615000 0.0 7 0
1985-05-21 13.450000 25.246000 13.450000 25.246000 0.0 9 0
1985-05-22 13.952000 26.198000 13.952000 26.198000 0.0 7 0
1985-05-23 14.506000 27.136999 14.506000 27.136999 0.0 7 0
1985-05-24 14.863000 27.653999 14.863000 27.653999 0.0 8 0
1985-05-25 15.064000 27.966999 15.064000 27.966999 0.0 6 0
1985-05-26 15.190000 28.094000 15.190000 28.094000 0.0 6 0
1985-05-27 15.188000 28.287001 15.188000 28.287001 0.0 4 0
1985-05-28 15.028000 28.146999 15.028000 28.146999 0.0 4 0
1985-05-29 14.687000 27.487000 14.687000 27.487000 0.0 7 0
1985-05-30 14.339000 27.502001 14.339000 27.502001 0.0 5 0
1985-05-31 13.966000 27.047001 13.966000 27.047001 0.0 6 0
1985-06-01 13.917000 27.181000 13.917000 27.181000 0.0 5 0
1985-06-02 14.066000 26.794001 14.066000 26.794001 0.0 6 0
1985-06-03 14.400000 26.174999 14.400000 26.174999 0.0 5 0
1985-06-04 14.827000 26.652000 14.827000 26.652000 0.0 5 0
1985-06-05 15.211000 27.136000 15.211000 27.136000 0.0 4 0
1985-06-06 15.261000 27.537001 15.261000 27.537001 0.0 4 0
1985-06-07 15.502000 28.006001 15.502000 28.006001 0.0 5 0
1985-06-08 15.962000 28.857000 15.962000 28.857000 0.0 5 0
1985-06-09 16.264999 29.704000 16.264999 29.704000 0.0 5 0
1985-06-10 16.468000 30.445000 16.468000 30.445000 0.0 7 0
1985-06-11 16.636999 31.204000 16.636999 31.204000 0.0 4 0
1985-06-12 17.010000 32.191002 17.010000 32.191002 0.0 4 0
1985-06-13 17.659000 33.203999 17.659000 33.203999 0.0 5 0
1985-06-14 18.164000 34.118000 18.164000 34.118000 0.0 4 0
1985-06-15 18.483999 34.662998 18.483999 34.662998 0.0 5 0
1985-06-16 18.749001 35.484001 18.749001 35.484001 0.0 4 0
1985-06-17 19.238001 36.723000 19.238001 36.723000 0.0 4 0
1985-06-18 19.754000 37.869999 19.754000 37.869999 0.0 5 0
1985-06-19 20.643999 39.205002 20.643999 39.205002 0.0 4 0
1985-06-20 21.284000 40.141998 21.284000 40.141998 0.0 4 0
1985-06-21 21.542000 40.597000 21.542000 40.597000 0.0 5 0
1985-06-22 21.580999 41.463001 21.580999 41.463001 0.0 5 0
1985-06-23 21.938000 42.563999 21.938000 42.563999 0.0 6 0
1985-06-24 21.983999 41.779999 21.983999 41.779999 0.0 5 0
1985-06-25 21.365000 39.495998 21.365000 39.495998 0.0 4 0
1985-06-26 21.434999 39.498001 21.434999 39.498001 0.0 4 0
1985-06-27 21.993999 40.618000 21.993999 40.618000 0.0 4 0
1985-06-28 22.816000 41.830002 22.816000 41.830002 0.0 5 0
1985-06-29 23.743000 43.210999 23.743000 43.210999 0.0 4 0
1985-06-30 24.594000 44.487999 24.594000 44.487999 0.0 5 0
1985-07-01 24.950001 45.539001 24.950001 45.539001 0.0 6 0
1985-07-02 25.281000 46.584000 25.281000 46.584000 0.0 4 0
1985-07-03 25.663000 47.654999 25.663000 47.654999 0.0 4 0
1985-07-04 26.402000 49.011002 26.402000 49.011002 0.0 3 0
1985-07-05 26.768999 50.261002 26.768999 50.261002 0.0 3 0
1985-07-06 26.653000 51.176998 26.653000 51.176998 0.0 3 0
1985-07-07 26.705000 51.513000 26.705000 51.513000 0.0 3 0
1985-07-08 27.094999 52.488998 27.094999 52.488998 0.0 5 0
1985-07-09 27.694000 53.672001 27.694000 53.672001 0.0 3 0
1985-07-10 28.035000 54.722000 28.035000 54.722000 0.0 3 0
1985-07-11 28.392000 55.375000 28.392000 55.375000 0.0 3 0
1985-07-12 28.305000 55.196999 28.305000 55.196999 0.0 4 0
1985-07-13 28.309000 55.481998 28.309000 55.481998 0.0 3 0
1985-07-14 28.378000 56.132999 28.378000 56.132999 0.0 2 0
1985-07-15 28.158001 55.861000 28.158001 55.861000 0.0 2 0
1985-07-16 27.740999 55.301998 27.740999 55.301998 0.0 2 0
1985-07-17 27.444000 54.216999 27.444000 54.216999 0.0 1 0
1985-07-18 27.054001 52.231998 27.054001 52.231998 0.0 1 0
1985-07-19 26.778000 50.998001 26.778000 50.998001 0.0 3 0
1985-07-20 26.472000 50.237999 26.472000 50.237999 0.0 1 0
1985-07-21 26.204000 49.945000 26.204000 49.945000 0.0 2 0
1985-07-23 25.447001 47.563999 25.447001 47.563999 0.0 2 0
1985-07-24 25.235001 46.777000 25.235001 46.777000 0.0 2 0
1985-07-25 25.587000 47.372002 25.587000 47.372002 0.0 1 0
1985-07-26 25.906000 48.257999 25.906000 48.257999 0.0 1 0
1985-07-27 26.552999 49.455002 26.552999 49.455002 0.0 1 0
1985-07-28 27.282000 50.526001 27.282000 50.526001 0.0 2 0
1985-07-29 27.117001 49.528999 27.117001 49.528999 0.0 1 0
1985-07-31 25.658001 43.858002 25.658001 43.858002 0.0 1 0
1985-08-01 25.385000 42.883999 25.385000 42.883999 0.0 1 0
1985-08-02 25.423000 42.564999 25.423000 42.564999 0.0 1 0
1985-08-03 25.292000 42.498001 25.292000 42.498001 0.0 1 0
1985-08-04 25.135000 42.598999 25.135000 42.598999 0.0 1 0
1985-08-10 23.723000 44.676998 23.723000 44.676998 0.0 1 0
1985-08-22 24.056999 50.527000 24.056999 50.527000 0.0 1 0
1985-09-10 18.323999 39.048000 18.323999 39.048000 0.0 1 0
1985-09-19 15.329000 29.007999 15.329000 29.007999 0.0 1 0
1985-09-30 14.101000 30.926001 14.101000 30.926001 0.0 1 0
================================================================================
FWI - Timesteps with Differences
================================================================================
Date Mean (Ref) Std (Ref) Mean (New) Std (New) Max Abs Diff Value Diffs NaN Changes
1985-01-01 2.928 3.153 2.928 3.153 0.0 42532 0
1985-01-02 1.522 1.782 1.522 1.782 0.0 57817 0
1985-01-03 1.216 1.508 1.216 1.508 0.0 62540 0
1985-01-04 1.241 1.640 1.241 1.640 0.0 64239 0
1985-01-05 1.301 2.247 1.301 2.247 0.0 65959 0
1985-01-06 1.347 2.033 1.347 2.033 0.0 67202 0
1985-01-07 1.176 1.705 1.176 1.705 0.0 67757 0
1985-01-08 0.931 1.499 0.931 1.499 0.0 68653 0
1985-01-09 0.869 1.433 0.869 1.433 0.0 68209 0
1985-01-10 0.867 1.384 0.867 1.384 0.0 68087 0
1985-01-11 0.752 1.114 0.752 1.114 0.0 67465 0
1985-01-12 0.680 0.928 0.680 0.928 0.0 67217 0
1985-01-13 0.752 1.068 0.752 1.068 0.0 67444 0
1985-01-14 0.830 1.613 0.830 1.613 0.0 67374 0
1985-01-15 0.802 1.603 0.802 1.603 0.0 67549 0
1985-01-16 0.919 1.400 0.919 1.400 0.0 67195 0
1985-01-17 0.819 1.316 0.819 1.316 0.0 68418 0
1985-01-18 0.874 1.389 0.874 1.389 0.0 69251 0
1985-01-19 0.987 1.601 0.987 1.601 0.0 68517 0
1985-01-20 0.907 1.415 0.907 1.415 0.0 68848 0
1985-01-21 0.750 1.175 0.750 1.175 0.0 68004 0
1985-01-22 0.723 1.098 0.723 1.098 0.0 67417 0
1985-01-23 0.776 1.084 0.776 1.084 0.0 66826 0
1985-01-24 0.832 1.123 0.832 1.123 0.0 64854 0
1985-01-25 0.774 1.120 0.774 1.120 0.0 65099 0
1985-01-26 0.780 1.160 0.780 1.160 0.0 64620 0
1985-01-27 0.781 1.146 0.781 1.146 0.0 64904 0
1985-01-28 0.936 1.492 0.936 1.492 0.0 64305 0
1985-01-29 1.039 1.787 1.039 1.787 0.0 64308 0
1985-01-30 1.012 1.893 1.012 1.893 0.0 63210 0
1985-01-31 0.941 2.057 0.941 2.057 0.0 64049 0
1985-02-01 0.760 1.650 0.760 1.650 0.0 63495 0
1985-02-02 0.727 1.451 0.727 1.451 0.0 63888 0
1985-02-03 0.717 1.177 0.717 1.177 0.0 63644 0
1985-02-04 0.917 1.727 0.917 1.727 0.0 63742 0
1985-02-05 0.848 1.577 0.848 1.577 0.0 63825 0
1985-02-06 0.905 1.923 0.905 1.923 0.0 65779 0
1985-02-07 0.963 1.848 0.963 1.848 0.0 66573 0
1985-02-08 0.951 1.602 0.951 1.602 0.0 66247 0
1985-02-09 0.824 1.425 0.824 1.425 0.0 66154 0
1985-02-10 0.759 1.344 0.759 1.344 0.0 65225 0
1985-02-11 0.718 1.357 0.718 1.357 0.0 64473 0
1985-02-12 0.709 1.291 0.709 1.291 0.0 63932 0
1985-02-13 0.785 1.410 0.785 1.410 0.0 63929 0
1985-02-14 0.859 1.437 0.859 1.437 0.0 63974 0
1985-02-15 0.846 1.540 0.846 1.540 0.0 64728 0
1985-02-16 0.887 1.752 0.887 1.752 0.0 65801 0
1985-02-17 0.894 1.877 0.894 1.877 0.0 65847 0
1985-02-18 0.841 1.671 0.841 1.671 0.0 65044 0
1985-02-19 0.867 1.637 0.867 1.637 0.0 64351 0
1985-02-20 0.963 2.230 0.963 2.230 0.0 64727 0
1985-02-21 1.024 2.570 1.024 2.570 0.0 65178 0
1985-02-22 0.891 2.143 0.891 2.143 0.0 64799 0
1985-02-23 0.870 1.980 0.870 1.980 0.0 64623 0
1985-02-24 0.875 1.901 0.875 1.901 0.0 64513 0
1985-02-25 1.010 2.213 1.010 2.213 0.0 64908 0
1985-02-26 1.117 2.510 1.117 2.510 0.0 64684 0
1985-02-27 1.102 2.477 1.102 2.477 0.0 63627 0
1985-02-28 1.254 2.736 1.254 2.736 0.0 63578 0
1985-03-01 1.340 2.783 1.340 2.783 0.0 63452 0
1985-03-02 1.448 3.785 1.448 3.785 0.0 63247 0
1985-03-03 1.204 3.079 1.204 3.079 0.0 63226 0
1985-03-04 1.530 3.077 1.530 3.077 0.0 63132 0
1985-03-05 1.250 2.607 1.250 2.607 0.0 63992 0
1985-03-06 1.297 3.018 1.297 3.018 0.0 64646 0
1985-03-07 1.207 2.979 1.207 2.979 0.0 63807 0
1985-03-08 1.140 2.556 1.140 2.556 0.0 63266 0
1985-03-09 1.074 2.335 1.074 2.335 0.0 63429 0
1985-03-10 1.074 2.319 1.074 2.319 0.0 62215 0
1985-03-11 1.207 2.519 1.207 2.519 0.0 62744 0
1985-03-12 1.282 2.199 1.282 2.199 0.0 63089 0
1985-03-13 1.171 2.259 1.171 2.259 0.0 63177 0
1985-03-14 1.279 2.337 1.279 2.337 0.0 63427 0
1985-03-15 1.301 2.416 1.301 2.416 0.0 65639 0
1985-03-16 1.398 2.522 1.398 2.522 0.0 65832 0
1985-03-17 1.532 2.824 1.532 2.824 0.0 65203 0
1985-03-18 1.747 3.429 1.747 3.429 0.0 65428 0
1985-03-19 1.688 3.128 1.688 3.128 0.0 63988 0
1985-03-20 1.528 3.316 1.528 3.316 0.0 62739 0
1985-03-21 1.519 3.426 1.519 3.426 0.0 62457 0
1985-03-22 1.287 2.888 1.287 2.888 0.0 63168 0
1985-03-23 1.274 2.764 1.274 2.764 0.0 62988 0
1985-03-24 1.343 3.086 1.343 3.086 0.0 62356 0
1985-03-25 1.727 4.516 1.727 4.516 0.0 62335 0
1985-03-26 1.898 5.041 1.898 5.041 0.0 62490 0
1985-03-27 1.740 4.505 1.740 4.505 0.0 63332 0
1985-03-28 1.648 4.477 1.648 4.477 0.0 63721 0
1985-03-29 1.291 3.287 1.291 3.287 0.0 64597 0
1985-03-30 0.963 2.300 0.963 2.300 0.0 64683 0
1985-03-31 1.076 2.399 1.076 2.399 0.0 64040 0
1985-04-01 1.376 3.112 1.376 3.112 0.0 63032 0
1985-04-02 1.821 4.206 1.821 4.206 0.0 63004 0
1985-04-03 1.783 4.278 1.783 4.278 0.0 62418 0
1985-04-04 1.710 4.412 1.710 4.412 0.0 61177 0
1985-04-05 1.629 4.395 1.629 4.395 0.0 59986 0
1985-04-06 1.631 3.800 1.631 3.800 0.0 61181 0
1985-04-07 1.670 3.765 1.670 3.765 0.0 61551 0
1985-04-08 1.868 3.981 1.868 3.981 0.0 61917 0
1985-04-09 2.158 4.716 2.158 4.716 0.0 62231 0
1985-04-10 2.347 4.936 2.347 4.936 0.0 61748 0
1985-04-11 2.292 5.522 2.292 5.522 0.0 61478 0
1985-04-12 2.296 5.670 2.296 5.670 0.0 60219 0
1985-04-13 2.421 6.153 2.421 6.153 0.0 60781 0
1985-04-14 2.646 6.222 2.646 6.222 0.0 61566 0
1985-04-15 2.708 6.494 2.708 6.494 0.0 61890 0
1985-04-16 2.849 7.380 2.849 7.380 0.0 62412 0
1985-04-17 3.178 7.874 3.178 7.874 0.0 62102 0
1985-04-18 3.070 6.651 3.070 6.651 0.0 61914 0
1985-04-19 2.834 6.764 2.834 6.764 0.0 62473 0
1985-04-20 2.431 6.192 2.431 6.192 0.0 63441 0
1985-04-21 2.251 6.223 2.251 6.223 0.0 63710 0
1985-04-22 2.093 4.898 2.093 4.898 0.0 63734 0
1985-04-23 2.309 5.116 2.309 5.116 0.0 63722 0
1985-04-24 2.414 5.441 2.414 5.441 0.0 64703 0
1985-04-25 2.305 5.776 2.305 5.776 0.0 65837 0
1985-04-26 2.348 5.844 2.348 5.844 0.0 66235 0
1985-04-27 2.293 5.453 2.293 5.453 0.0 65967 0
1985-04-28 2.218 5.308 2.218 5.308 0.0 64839 0
1985-04-29 2.406 5.682 2.406 5.682 0.0 63145 0
1985-04-30 2.690 5.941 2.690 5.941 0.0 63406 0
1985-05-01 3.133 6.540 3.133 6.540 0.0 63195 0
1985-05-02 3.507 7.390 3.507 7.390 0.0 63027 0
1985-05-03 3.657 8.231 3.657 8.231 0.0 63175 0
1985-05-04 3.723 8.542 3.723 8.542 0.0 62981 0
1985-05-05 3.386 7.879 3.386 7.879 0.0 64031 0
1985-05-06 3.226 7.426 3.226 7.426 0.0 64162 0
1985-05-07 3.454 7.802 3.454 7.802 0.0 63835 0
1985-05-08 3.946 8.705 3.946 8.705 0.0 62261 0
1985-05-09 4.028 8.353 4.028 8.353 0.0 62350 0
1985-05-10 3.590 7.360 3.590 7.360 0.0 62943 0
1985-05-11 3.227 6.901 3.227 6.901 0.0 63364 0
1985-05-12 3.015 6.334 3.015 6.334 0.0 63563 0
1985-05-13 2.943 5.901 2.943 5.901 0.0 64960 0
1985-05-14 3.213 6.442 3.213 6.442 0.0 64520 0
1985-05-15 3.692 7.490 3.692 7.490 0.0 63061 0
1985-05-16 3.642 7.364 3.642 7.364 0.0 62446 0
1985-05-17 3.585 7.073 3.585 7.073 0.0 63454 0
1985-05-18 3.844 7.710 3.844 7.710 0.0 63970 0
1985-05-19 4.114 7.984 4.114 7.984 0.0 63527 0
1985-05-20 3.660 7.658 3.660 7.658 0.0 65659 0
1985-05-21 3.444 7.558 3.444 7.558 0.0 66482 0
1985-05-22 3.525 7.422 3.525 7.422 0.0 66687 0
1985-05-23 3.649 7.562 3.649 7.562 0.0 66890 0
1985-05-24 3.628 7.524 3.628 7.524 0.0 67080 0
1985-05-25 3.632 7.797 3.632 7.797 0.0 66438 0
1985-05-26 3.565 7.785 3.565 7.785 0.0 66873 0
1985-05-27 3.282 7.430 3.282 7.430 0.0 67535 0
1985-05-28 3.298 8.055 3.298 8.055 0.0 67148 0
1985-05-29 3.118 8.041 3.118 8.041 0.0 68397 0
1985-05-30 3.156 8.078 3.156 8.078 0.0 67566 0
1985-05-31 3.171 7.394 3.171 7.394 0.0 67106 0
1985-06-01 3.317 7.350 3.317 7.350 0.0 66895 0
1985-06-02 3.370 6.948 3.370 6.948 0.0 66630 0
1985-06-03 3.645 6.895 3.645 6.895 0.0 66074 0
1985-06-04 3.629 7.007 3.629 7.007 0.0 66063 0
1985-06-05 3.612 7.035 3.612 7.035 0.0 65804 0
1985-06-06 3.766 7.611 3.766 7.611 0.0 66519 0
1985-06-07 4.125 8.570 4.125 8.570 0.0 66341 0
1985-06-08 4.424 9.633 4.424 9.633 0.0 65428 0
1985-06-09 4.522 9.333 4.522 9.333 0.0 65661 0
1985-06-10 4.185 8.448 4.185 8.448 0.0 66650 0
1985-06-11 4.314 8.803 4.314 8.803 0.0 67201 0
1985-06-12 4.428 8.986 4.428 8.986 0.0 66680 0
1985-06-13 4.531 9.291 4.531 9.291 0.0 66173 0
1985-06-14 4.442 9.399 4.442 9.399 0.0 65823 0
1985-06-15 4.282 9.210 4.282 9.210 0.0 65605 0
1985-06-16 4.843 10.235 4.843 10.235 0.0 65562 0
1985-06-17 5.133 11.260 5.133 11.260 0.0 65337 0
1985-06-18 5.367 10.728 5.367 10.728 0.0 65129 0
1985-06-19 5.674 10.411 5.674 10.411 0.0 63225 0
1985-06-20 5.935 11.841 5.935 11.841 0.0 62699 0
1985-06-21 5.656 11.401 5.656 11.401 0.0 62260 0
1985-06-22 5.608 11.041 5.608 11.041 0.0 62644 0
1985-06-23 6.178 11.663 6.178 11.663 0.0 62989 0
1985-06-24 6.035 11.723 6.035 11.723 0.0 63706 0
1985-06-25 5.284 10.285 5.284 10.285 0.0 64412 0
1985-06-26 4.963 8.980 4.963 8.980 0.0 64852 0
1985-06-27 5.403 9.724 5.403 9.724 0.0 65861 0
1985-06-28 5.753 10.464 5.753 10.464 0.0 65424 0
1985-06-29 6.363 11.395 6.363 11.395 0.0 65672 0
1985-06-30 6.160 11.119 6.160 11.119 0.0 66335 0
1985-07-01 5.997 10.926 5.997 10.926 0.0 66538 0
1985-07-02 5.886 11.056 5.886 11.056 0.0 67141 0
1985-07-03 6.063 11.757 6.063 11.757 0.0 67088 0
1985-07-04 6.669 12.263 6.669 12.263 0.0 66874 0
1985-07-05 6.459 12.507 6.459 12.507 0.0 66986 0
1985-07-06 6.240 12.720 6.240 12.720 0.0 67419 0
1985-07-07 6.199 12.504 6.199 12.504 0.0 68712 0
1985-07-08 6.165 12.390 6.165 12.390 0.0 68296 0
1985-07-09 6.098 11.898 6.098 11.898 0.0 67864 0
1985-07-10 5.792 11.591 5.792 11.591 0.0 66959 0
1985-07-11 5.815 11.687 5.815 11.687 0.0 65966 0
1985-07-12 5.720 11.789 5.720 11.789 0.0 65668 0
1985-07-13 5.705 11.790 5.705 11.790 0.0 65381 0
1985-07-14 5.392 10.903 5.392 10.903 0.0 66015 0
1985-07-15 5.274 10.633 5.274 10.633 0.0 65768 0
1985-07-16 5.153 10.686 5.153 10.686 0.0 65496 0
1985-07-17 5.149 10.044 5.149 10.044 0.0 64968 0
1985-07-18 5.085 9.514 5.085 9.514 0.0 64104 0
1985-07-19 4.902 9.059 4.902 9.059 0.0 64093 0
1985-07-20 5.170 9.707 5.170 9.707 0.0 64636 0
1985-07-21 5.091 10.017 5.091 10.017 0.0 65625 0
1985-07-22 5.060 10.861 5.060 10.861 0.0 66195 0
1985-07-23 5.205 10.707 5.205 10.707 0.0 64830 0
1985-07-24 4.968 9.395 4.968 9.395 0.0 64641 0
1985-07-25 5.131 9.307 5.131 9.307 0.0 64373 0
1985-07-26 5.353 10.125 5.353 10.125 0.0 63354 0
1985-07-27 5.579 10.467 5.579 10.467 0.0 63685 0
1985-07-28 5.751 10.364 5.751 10.364 0.0 64638 0
1985-07-29 5.569 9.725 5.569 9.725 0.0 65458 0
1985-07-30 5.426 9.340 5.426 9.340 0.0 66555 0
1985-07-31 5.407 9.224 5.407 9.224 0.0 66748 0
1985-08-01 5.643 9.659 5.643 9.659 0.0 66673 0
1985-08-02 5.473 9.088 5.473 9.088 0.0 66003 0
1985-08-03 5.172 8.770 5.172 8.770 0.0 65827 0
1985-08-04 4.922 8.786 4.922 8.786 0.0 66038 0
1985-08-05 5.011 9.252 5.011 9.252 0.0 66013 0
1985-08-06 5.287 9.411 5.287 9.411 0.0 65753 0
1985-08-07 5.543 10.512 5.543 10.512 0.0 65998 0
1985-08-08 5.829 11.637 5.829 11.637 0.0 66109 0
1985-08-09 5.778 10.865 5.778 10.865 0.0 65705 0
1985-08-10 5.555 10.457 5.555 10.457 0.0 65568 0
1985-08-11 5.587 11.286 5.587 11.286 0.0 65509 0
1985-08-12 5.126 9.809 5.126 9.809 0.0 65647 0
1985-08-13 4.911 9.294 4.911 9.294 0.0 66767 0
1985-08-14 4.712 8.857 4.712 8.857 0.0 67215 0
1985-08-15 4.966 9.434 4.966 9.434 0.0 66720 0
1985-08-16 5.156 10.114 5.156 10.114 0.0 65708 0
1985-08-17 5.119 9.551 5.119 9.551 0.0 65432 0
1985-08-18 5.155 9.437 5.155 9.437 0.0 65518 0
1985-08-19 5.253 9.661 5.253 9.661 0.0 65676 0
1985-08-20 5.116 9.913 5.116 9.913 0.0 66077 0
1985-08-21 4.938 10.100 4.938 10.100 0.0 66620 0
1985-08-22 4.729 9.465 4.729 9.465 0.0 65127 0
1985-08-23 4.630 9.256 4.630 9.256 0.0 64505 0
1985-08-24 4.670 9.470 4.670 9.470 0.0 64597 0
1985-08-25 5.070 10.308 5.070 10.308 0.0 65933 0
1985-08-26 5.127 10.542 5.127 10.542 0.0 65663 0
1985-08-27 5.311 10.527 5.311 10.527 0.0 65700 0
1985-08-28 5.209 9.981 5.209 9.981 0.0 66735 0
1985-08-29 5.381 10.056 5.381 10.056 0.0 66616 0
1985-08-30 5.286 11.057 5.286 11.057 0.0 66148 0
1985-08-31 5.304 11.329 5.304 11.329 0.0 66842 0
1985-09-01 4.846 10.157 4.846 10.157 0.0 67578 0
1985-09-02 4.267 8.927 4.267 8.927 0.0 68542 0
1985-09-03 4.392 8.709 4.392 8.709 0.0 68075 0
1985-09-04 4.002 7.889 4.002 7.889 0.0 68065 0
1985-09-05 4.124 9.150 4.124 9.150 0.0 67907 0
1985-09-06 4.064 8.629 4.064 8.629 0.0 68236 0
1985-09-07 3.843 8.039 3.843 8.039 0.0 68828 0
1985-09-08 3.989 7.643 3.989 7.643 0.0 68331 0
1985-09-09 4.141 7.986 4.141 7.986 0.0 66831 0
1985-09-10 3.732 7.225 3.732 7.225 0.0 65924 0
1985-09-11 3.424 5.738 3.424 5.738 0.0 66054 0
1985-09-12 3.559 5.983 3.559 5.983 0.0 66694 0
1985-09-13 3.953 6.475 3.953 6.475 0.0 66843 0
1985-09-14 4.278 7.518 4.278 7.518 0.0 66180 0
1985-09-15 4.192 7.600 4.192 7.600 0.0 65977 0
1985-09-16 4.577 8.149 4.577 8.149 0.0 64829 0
1985-09-17 4.691 8.966 4.691 8.966 0.0 66154 0
1985-09-18 4.128 7.509 4.128 7.509 0.0 66895 0
1985-09-19 3.908 6.809 3.908 6.809 0.0 66379 0
1985-09-20 3.587 6.287 3.587 6.287 0.0 67293 0
1985-09-21 3.528 6.690 3.528 6.690 0.0 68194 0
1985-09-22 3.491 6.753 3.491 6.753 0.0 68146 0
1985-09-23 3.543 6.572 3.543 6.572 0.0 67130 0
1985-09-24 3.159 6.109 3.159 6.109 0.0 66747 0
1985-09-25 3.055 5.958 3.055 5.958 0.0 66902 0
1985-09-26 2.998 5.915 2.998 5.915 0.0 67132 0
1985-09-27 3.017 6.410 3.017 6.410 0.0 67333 0
1985-09-28 3.073 6.233 3.073 6.233 0.0 67577 0
1985-09-29 3.140 5.898 3.140 5.898 0.0 67888 0
1985-09-30 3.243 6.081 3.243 6.081 0.0 67970 0
1985-10-01 3.367 6.220 3.367 6.220 0.0 67173 0
1985-10-02 3.523 6.856 3.523 6.856 0.0 65364 0
1985-10-03 3.225 7.306 3.225 7.306 0.0 65468 0
1985-10-04 3.043 6.889 3.043 6.889 0.0 65881 0
1985-10-05 2.879 6.314 2.879 6.314 0.0 66759 0
1985-10-06 2.983 6.927 2.983 6.927 0.0 68006 0
1985-10-07 3.049 6.994 3.049 6.994 0.0 69274 0
1985-10-08 3.076 6.540 3.076 6.540 0.0 68933 0
1985-10-09 2.737 6.641 2.737 6.641 0.0 68988 0
1985-10-10 2.404 5.034 2.404 5.034 0.0 68138 0
1985-10-11 2.272 4.584 2.272 4.584 0.0 67888 0
1985-10-12 2.585 5.707 2.585 5.707 0.0 67366 0
1985-10-13 2.651 6.683 2.651 6.683 0.0 67497 0
1985-10-14 2.387 6.282 2.387 6.282 0.0 67620 0
1985-10-15 2.403 5.751 2.403 5.751 0.0 67385 0
1985-10-16 2.578 5.739 2.578 5.739 0.0 67523 0
1985-10-17 2.646 5.678 2.646 5.678 0.0 66596 0
1985-10-18 2.829 5.432 2.829 5.432 0.0 66173 0
1985-10-19 2.822 5.630 2.822 5.630 0.0 65443 0
1985-10-20 2.716 5.797 2.716 5.797 0.0 64921 0
1985-10-21 2.783 5.821 2.783 5.821 0.0 65511 0
1985-10-22 2.577 5.038 2.577 5.038 0.0 66154 0
1985-10-23 2.239 4.645 2.239 4.645 0.0 66842 0
1985-10-24 2.164 4.509 2.164 4.509 0.0 67852 0
1985-10-25 2.295 4.932 2.295 4.932 0.0 69274 0
1985-10-26 2.682 5.120 2.682 5.120 0.0 68894 0
1985-10-27 2.748 5.364 2.748 5.364 0.0 68768 0
1985-10-28 2.979 6.331 2.979 6.331 0.0 67675 0
1985-10-29 2.661 5.564 2.661 5.564 0.0 67522 0
1985-10-30 2.707 5.928 2.707 5.928 0.0 67367 0
1985-10-31 2.658 5.848 2.658 5.848 0.0 66822 0
1985-11-01 2.557 5.843 2.557 5.843 0.0 66444 0
1985-11-02 2.213 4.972 2.213 4.972 0.0 67024 0
1985-11-03 2.165 4.556 2.165 4.556 0.0 66718 0
1985-11-04 2.360 4.934 2.360 4.934 0.0 66474 0
1985-11-05 2.493 5.546 2.493 5.546 0.0 66891 0
1985-11-06 2.042 5.475 2.042 5.475 0.0 67181 0
1985-11-07 1.948 4.861 1.948 4.861 0.0 67081 0
1985-11-08 2.143 5.714 2.143 5.714 0.0 67309 0
1985-11-09 2.177 6.135 2.177 6.135 0.0 68685 0
1985-11-10 1.967 5.316 1.967 5.316 0.0 70167 0
1985-11-11 1.554 3.949 1.554 3.949 0.0 71202 0
1985-11-12 1.122 2.803 1.122 2.803 0.0 70927 0
1985-11-13 1.031 2.353 1.031 2.353 0.0 70599 0
1985-11-14 1.037 2.204 1.037 2.204 0.0 70149 0
1985-11-15 1.161 2.395 1.161 2.395 0.0 69336 0
1985-11-16 1.320 2.593 1.320 2.593 0.0 69451 0
1985-11-17 1.051 2.689 1.051 2.689 0.0 69932 0
1985-11-18 0.922 2.736 0.922 2.736 0.0 69825 0
1985-11-19 0.805 2.294 0.805 2.294 0.0 69936 0
1985-11-20 0.869 2.296 0.869 2.296 0.0 68560 0
1985-11-21 0.939 2.630 0.939 2.630 0.0 67787 0
1985-11-22 0.968 2.679 0.968 2.679 0.0 67665 0
1985-11-23 0.957 2.580 0.957 2.580 0.0 67298 0
1985-11-24 0.943 2.498 0.943 2.498 0.0 66639 0
1985-11-25 1.065 2.615 1.065 2.615 0.0 66977 0
1985-11-26 0.921 1.901 0.921 1.901 0.0 69180 0
1985-11-27 0.822 1.530 0.822 1.530 0.0 69223 0
1985-11-28 0.728 1.332 0.728 1.332 0.0 69409 0
1985-11-29 0.879 1.908 0.879 1.908 0.0 67698 0
1985-11-30 0.989 1.965 0.989 1.965 0.0 66825 0
1985-12-01 1.190 2.185 1.190 2.185 0.0 66754 0
1985-12-02 0.817 1.452 0.817 1.452 0.0 66604 0
1985-12-03 0.847 1.821 0.847 1.821 0.0 65323 0
1985-12-04 0.843 1.690 0.843 1.690 0.0 66246 0
1985-12-05 0.803 1.579 0.803 1.579 0.0 65613 0
1985-12-06 0.638 1.448 0.638 1.448 0.0 63949 0
1985-12-07 0.747 1.795 0.747 1.795 0.0 64242 0
1985-12-08 0.680 1.490 0.680 1.490 0.0 65014 0
1985-12-09 0.885 1.811 0.885 1.811 0.0 65309 0
1985-12-10 0.847 1.617 0.847 1.617 0.0 64576 0
1985-12-11 0.695 1.291 0.695 1.291 0.0 64876 0
1985-12-12 0.505 1.021 0.505 1.021 0.0 64662 0
1985-12-13 0.405 0.822 0.405 0.822 0.0 65007 0
1985-12-14 0.498 1.072 0.498 1.072 0.0 64978 0
1985-12-15 0.560 1.094 0.560 1.094 0.0 65415 0
1985-12-16 0.790 1.722 0.790 1.722 0.0 64595 0
1985-12-17 0.877 2.221 0.877 2.221 0.0 64658 0
1985-12-18 0.668 1.503 0.668 1.503 0.0 64464 0
1985-12-19 0.706 1.547 0.706 1.547 0.0 64921 0
1985-12-20 0.760 1.718 0.760 1.718 0.0 65479 0
1985-12-21 0.650 1.592 0.650 1.592 0.0 65401 0
1985-12-22 0.699 1.834 0.699 1.834 0.0 66118 0
1985-12-23 0.851 2.011 0.851 2.011 0.0 66189 0
1985-12-24 0.784 1.966 0.784 1.966 0.0 65701 0
1985-12-25 0.692 1.779 0.692 1.779 0.0 67214 0
1985-12-26 0.914 2.095 0.914 2.095 0.0 68482 0
1985-12-27 0.864 1.968 0.864 1.968 0.0 69877 0
1985-12-28 0.738 1.770 0.738 1.770 0.0 69332 0
1985-12-29 0.644 1.655 0.644 1.655 0.0 68616 0
1985-12-30 0.689 1.955 0.689 1.955 0.0 67582 0
1985-12-31 0.627 1.439 0.627 1.439 0.0 66790 0
Visualization: Maximum Value Difference¶
Plotting the timestep with the greatest maximum absolute difference in values.
In [7]:
plot_max_value_differences(ds_ref, ds_new, comparison_results, variables, gdf, bounds)
FFMC: Plotting timestep with maximum value difference Time: 1985-01-01 00:00:00 Max absolute difference: 0.000059
DMC: Plotting timestep with maximum value difference Time: 1985-01-01 00:00:00 Max absolute difference: 0.000031
DC: Plotting timestep with maximum value difference Time: 1985-06-27 00:00:00 Max absolute difference: 0.000061
ISI: Plotting timestep with maximum value difference Time: 1985-11-25 00:00:00 Max absolute difference: 0.000061
BUI: Plotting timestep with maximum value difference Time: 1985-05-12 00:00:00 Max absolute difference: 0.000035
FWI: Plotting timestep with maximum value difference Time: 1985-01-09 00:00:00 Max absolute difference: 0.000076
Visualization: Maximum NaN Pattern Difference¶
Plotting the timestep with the greatest number of NaN pattern changes.
In [8]:
plot_max_nan_differences(ds_ref, ds_new, comparison_results, variables, gdf, bounds)
FFMC: Max NaN changes occur at same timestep as max value difference DMC: Max NaN changes occur at same timestep as max value difference DC: Plotting timestep with maximum NaN changes Time: 1985-01-01 00:00:00 NaN changes: 0
ISI: Plotting timestep with maximum NaN changes Time: 1985-01-01 00:00:00 NaN changes: 0
BUI: Plotting timestep with maximum NaN changes Time: 1985-01-01 00:00:00 NaN changes: 0
FWI: Plotting timestep with maximum NaN changes Time: 1985-01-01 00:00:00 NaN changes: 0
In [9]:
print(generate_qc_summary(comparison_results, variables))
## QC Summary ### FFMC - **Total timesteps analyzed:** 365 - **Timesteps with differences:** 365 - ⚠️ **Differences detected** - Maximum value difference: 0.000059 on 1985-01-01 - Maximum NaN changes: 0 cells on 1985-01-01 - Total value differences: 7760783 across all timesteps - Total NaN pattern changes: 0 across all timesteps ### DMC - **Total timesteps analyzed:** 365 - **Timesteps with differences:** 217 - ⚠️ **Differences detected** - Maximum value difference: 0.000031 on 1985-01-01 - Maximum NaN changes: 0 cells on 1985-01-01 - Total value differences: 13482 across all timesteps - Total NaN pattern changes: 0 across all timesteps ### DC - **Total timesteps analyzed:** 365 - **Timesteps with differences:** 343 - ⚠️ **Differences detected** - Maximum value difference: 0.000061 on 1985-06-27 - Maximum NaN changes: 0 cells on 1985-01-01 - Total value differences: 74898 across all timesteps - Total NaN pattern changes: 0 across all timesteps ### ISI - **Total timesteps analyzed:** 365 - **Timesteps with differences:** 365 - ⚠️ **Differences detected** - Maximum value difference: 0.000061 on 1985-11-25 - Maximum NaN changes: 0 cells on 1985-01-01 - Total value differences: 23528237 across all timesteps - Total NaN pattern changes: 0 across all timesteps ### BUI - **Total timesteps analyzed:** 365 - **Timesteps with differences:** 219 - ⚠️ **Differences detected** - Maximum value difference: 0.000035 on 1985-05-12 - Maximum NaN changes: 0 cells on 1985-01-01 - Total value differences: 37984 across all timesteps - Total NaN pattern changes: 0 across all timesteps ### FWI - **Total timesteps analyzed:** 365 - **Timesteps with differences:** 365 - ⚠️ **Differences detected** - Maximum value difference: 0.000076 on 1985-01-09 - Maximum NaN changes: 0 cells on 1985-01-01 - Total value differences: 23947967 across all timesteps - Total NaN pattern changes: 0 across all timesteps
In [10]:
# Clean up
ds_ref.close()
ds_new.close()
print("\nDatasets closed. Analysis complete!")
Datasets closed. Analysis complete!